~ · home · sales-marketing-revops seo-agent · 94

SEO Agent

Query this niche via MCPmarket_report({ query: "SEO Agent", response_mode: "summary" })
active marketmarket pulse 57/100commercial money present6 new builders in 30d94 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
$113/mo
$67–$373 middle half · 14 providers · median of every priced plan point, all tiers
MCP servers · median
$63/mo
$29–$149 middle half · 27 providers · median of every priced plan point, all tiers
1.8×

Agents cost 1.8× MCPs across all tiers — median $113 vs $63. Two different markets; a blended figure would mislead either buyer.

All plans — Agents vs MCPs

each dot = one provider · log scale
Agents $113
seosapient · $20
wellows · $29
Seo Automation Hub · $56
Nightowl Seo Agent · $90
Bear Ai · $100
writesonic · $139
seorce · $49
seosapient · $50
localo_ai_agentyour_aipowered_ · $67
distribb · $97
wellows · $97
Seo Automation Hub · $113
Nightowl Seo Agent · $181
localo_ai_agentyour_aipowered_ · $40
seosapient · $100
Toffu Aeo Geo · $200
Seo Automation Hub · $204
Seo Ai · $224
wellows · $373
writesonic · $399
Adaptify Seo · $416
Nightowl Seo Agent · $455
distribb · $495
gauge · $599
Wordlift Agent · $911
MCP servers $63
Bisibility Mcp · $3
seodraft · $7
Grounded Aeo · $8
Vibeseo Mcp · $9
Asoatlas Mcp · $9
Open Seo · $10
Inxy Seo Audit · $19
calmseo · $19
Surfaceable Mcp Seo · $23
rampify · $29
sonar · $29
harborrank · $29
aeotool · $33
speedvault · $35
Pseo Engine · $49
trirank · $49
Foliora Search · $50
Website Auditor · $500
pseolint · $19
Crawlie Cloud · $29
Seo Audit · $29
sitepulsar · $29
crawlie · $29
onlineseoaudit · $29
calmseo · $39
Website Auditor · $49
Aio Geo · $49
Grounded Aeo · $62
Vibeseo Mcp · $69
harborrank · $79
aeotool · $90
Inxy Seo Audit · $99
Surfaceable Mcp Seo · $119
trirank · $149
Foliora Search · $150
Surfaceable Mcp Seo · $63
sitepulsar · $79
calmseo · $79
Seo Audit · $99
speedvault · $100
Crawlie Cloud · $149
sonar · $149
crawlie · $149
Aio Geo · $199
harborrank · $199
Pseo Engine · $214
aeotool · $227
trirank · $399
seoforgpt · $490
Inxy Seo Audit · $499
Website Auditor · $700
Site Auditor · $2,499
Seo Audit · $299
Website Auditor · $2,500
$5
$10
$25
$50
$100
$250
$500
$1,000
$2,500
AgentsMCP serversshaded = middle half · line = median

All plans

79 priced
Providervs its cohort medianMonthly
Bisibility Mcpmcp
$3 below
seodraftmcp
$7 below
Grounded Aeomcp
$8 below
Vibeseo Mcpmcp
$9 below
Asoatlas Mcpmcp
$9 below
Open Seomcp
$10 below
Inxy Seo Auditmcp
$19 below
calmseomcp
$19 below
pseolintmcp
$19 below
seosapientagent
$20 below
Surfaceable Mcp Seomcp
$23 below
wellowsagent
$29 below
rampifymcp
$29 below
sonarmcp
$29 below
harborrankmcp
$29 below
Crawlie Cloudmcp
$29 below
Seo Auditmcp
$29 below
sitepulsarmcp
$29 below
crawliemcp
$29 below
onlineseoauditmcp
$29 below
aeotoolmcp
$33 below
speedvaultmcp
$35 below
calmseomcp
$39 below
localo_ai_agentyour_aipowered_agent
$40 below
seorceagent
$49 below
Pseo Enginemcp
$49 below
trirankmcp
$49 below
Website Auditormcp
$49 below
Aio Geomcp
$49 below
seosapientagent
$50 below
Foliora Searchmcp
$50 below
Seo Automation Hubagent
$56 below
Grounded Aeomcp
$62 ~median
Surfaceable Mcp Seomcp
$63 ~median
localo_ai_agentyour_aipowered_agent
$67 below
Vibeseo Mcpmcp
$69 ~median
harborrankmcp
$79 above
sitepulsarmcp
$79 above
calmseomcp
$79 above
Nightowl Seo Agentagent
$90 below
aeotoolmcp
$90 above
distribbagent
$97 below
wellowsagent
$97 below
Inxy Seo Auditmcp
$99 above
Seo Auditmcp
$99 above
Bear Aiagent
$100 below
seosapientagent
$100 below
speedvaultmcp
$100 above
Seo Automation Hubagent
$113 ~median
Surfaceable Mcp Seomcp
$119 above
writesonicagent
$139 above
trirankmcp
$149 above
Crawlie Cloudmcp
$149 above
sonarmcp
$149 above
crawliemcp
$149 above
Foliora Searchmcp
$150 above
Nightowl Seo Agentagent
$181 above
Aio Geomcp
$199 above
harborrankmcp
$199 above
Toffu Aeo Geoagent
$200 above
Seo Automation Hubagent
$204 above
Pseo Enginemcp
$214 above
Seo Aiagent
$224 above
aeotoolmcp
$227 above
Seo Auditmcp
$299 above
wellowsagent
$373 above
writesonicagent
$399 above
trirankmcp
$399 above
Adaptify Seoagent
$416 above
Nightowl Seo Agentagent
$455 above
seoforgptmcp
$490 above
distribbagent
$495 above
Inxy Seo Auditmcp
$499 above
Website Auditormcp
$500 above
gaugeagent
$599 above
Website Auditormcp
$700 above
Wordlift Agentagent
$911 above
Site Auditormcp
$2,499 above
Website Auditormcp
$2,500 above
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
What the figures on this page are. This page is Agentery's fixed-niche view of SEO Agent (latest observation 2026-10-14T03:32:48.116Z). The headline medians above are computed from that data per delivery type and buyer-tier tab: on a tier tab, the median of each provider's plan at that tier; on “All”, every priced plan point across tiers pooled. Small cohorts show as “too few” rather than a median. The embedded response below is the broader fixed-niche report: its by_provider_type.*.median pools all tiers, pricing.byPersona.* is per buyer tier, and the unit cohorts (e.g. Pro flat) are per tier and billing unit — so those blocks legitimately differ from one headline figure. Over MCP today the advertised tools are market_report (a semantic neighbourhood for your query, not this fixed niche) and price_benchmark (query/task); niche_report stays callable as a legacy alias. Their cohorts are defined differently, so their numbers can differ from this page.
market_reportprice_benchmark
See the MCP response behind this pagefixed-niche report (legacy niche_report alias, full mode) — broader than the headline figure
{
  "niche": "seo-agent",
  "parent_sector": "sales-marketing-revops",
  "provider_type_pricing": {
    "slug": "seo-agent",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
      "median": 39.18,
      "p25": 23,
      "p75": 99,
      "providers": 45
    },
    "by_provider_type": {
      "agent": {
        "median": 99,
        "p25": 54.85,
        "p75": 333,
        "providers": 17,
        "publishable": true,
        "confidence": "normal"
      },
      "mcp": {
        "median": 29,
        "p25": 19,
        "p75": 49,
        "providers": 28,
        "publishable": true,
        "confidence": "normal"
      }
    },
    "recommended_cohort": null,
    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
    "context_note": null
  },
  "crowding_level": "crowded",
  "observed_node_count": 11,
  "adjacent_niches": [
    "ai-marketing-mix-modelling",
    "seo-content-agent",
    "brand-mention-monitoring",
    "competitive-monitoring-scraper",
    "ai-presentation-deck",
    "ad-creative-generation"
  ],
  "market_pulse": {
    "pulse": 57,
    "drivers": [
      "enterprise money present",
      "13 new builders in 30d"
    ],
    "price_move_30d_pct": 4.8,
    "money_share": 0.4,
    "entry_rate": 0.13,
    "alive_share": 0.9705882352941176
  },
  "price_move": {
    "d_pct": 0,
    "w_pct": 0,
    "m_pct": -0.7,
    "comparable_agents": 45,
    "quarantined_agents": 1,
    "confidence": "high",
    "published": {
      "d": false,
      "w": false,
      "m": false
    },
    "held_reason": {
      "d": null,
      "w": null,
      "m": null
    },
    "driver": {
      "d": null,
      "w": null,
      "m": "distribb's \"Accelerator\" $990→$495 (-50%)"
    },
    "tier_contribution": {
      "d": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "w": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "m": {
        "individual": 0,
        "pro": -0.7,
        "team_sme": 0,
        "enterprise": 0
      }
    },
    "tier_series": {
      "individual": [
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707,
        100.707
      ],
      "pro": [
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100.011,
        100.002,
        100.002,
        100.002,
        100.002,
        100.002,
        100.002,
        100.002,
        100.002,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.984,
        99.332,
        99.332,
        99.332,
        99.332,
        99.332,
        99.332,
        99.332,
        99.332,
        99.332,
        99.332,
        99.332,
        99.332,
        99.332,
        99.332,
        99.332,
        99.332,
        99.332,
        99.332,
        99.332,
        99.326,
        99.332,
        99.332,
        99.332,
        99.332,
        99.332
      ],
      "team_sme": [
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        99.324,
        99.324,
        99.324,
        99.324,
        99.324,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286,
        98.286
      ],
      "enterprise": [
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        101.056,
        101.056,
        101.056,
        101.056,
        101.056,
        101.056,
        101.056,
        101.056,
        101.056,
        101.056,
        101.056,
        101.056,
        101.056,
        101.056,
        101.056,
        101.056,
        101.056,
        101.056,
        101.056,
        101.056,
        101.056,
        102.007,
        102.007,
        102.007,
        102.007,
        102.007,
        102.007,
        102.007,
        102.007,
        102.007,
        102.007,
        102.007,
        102.007,
        102.007,
        102.007,
        102.007,
        102.007,
        102.007,
        102.007,
        102.007,
        102.007,
        102.007,
        102.007,
        102.007,
        102.007,
        102.007,
        102.007,
        102.007,
        102.007,
        102.007,
        102.007,
        102.007,
        102.007,
        102.007
      ]
    },
    "tier_own_move": {
      "d": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "w": {
        "individual": 0,
        "pro": 0,
        "team_sme": 0,
        "enterprise": 0
      },
      "m": {
        "individual": 0,
        "pro": -2.4,
        "team_sme": 0,
        "enterprise": 0
      }
    },
    "tier_agents": {
      "individual": 26,
      "pro": 25,
      "team_sme": 28,
      "enterprise": 7
    },
    "obs_range": {
      "d": null,
      "w": {
        "min": 81,
        "max": 83,
        "days": 2
      },
      "m": {
        "min": 75,
        "max": 83,
        "days": 3
      }
    },
    "tier_obs_range": {
      "d": {
        "individual": null,
        "pro": null,
        "team_sme": null,
        "enterprise": null
      },
      "w": {
        "individual": null,
        "pro": {
          "min": 24,
          "max": 25,
          "days": 2
        },
        "team_sme": null,
        "enterprise": null
      },
      "m": {
        "individual": null,
        "pro": {
          "min": 20,
          "max": 25,
          "days": 3
        },
        "team_sme": null,
        "enterprise": null
      }
    }
  },
  "pricing": {
    "sampleSize": 94,
    "observed": 60,
    "byPersona": {
      "free": {
        "n": 28,
        "nPriced": 1,
        "reliability": "none",
        "median": 5,
        "p25": 5,
        "p75": 5,
        "min": 5,
        "max": 5,
        "mean": 5,
        "stdev": 0,
        "usageShare": 0.14
      },
      "individual": {
        "n": 84,
        "nPriced": 75,
        "reliability": "high",
        "median": 0.72,
        "p25": 0.03,
        "p75": 19,
        "min": 0.01,
        "max": 3000,
        "mean": 60.26,
        "stdev": 349.87,
        "usageShare": 0.61
      },
      "pro": {
        "n": 33,
        "nPriced": 29,
        "reliability": "high",
        "median": 49,
        "p25": 39,
        "p75": 97,
        "min": 9.92,
        "max": 159,
        "mean": 68.51,
        "stdev": 42.73,
        "usageShare": 0.06
      },
      "team_sme": {
        "n": 56,
        "nPriced": 51,
        "reliability": "high",
        "median": 199,
        "p25": 100,
        "p75": 447.5,
        "min": 0.01,
        "max": 2999,
        "mean": 368.07,
        "stdev": 525.2,
        "usageShare": 0.16
      },
      "enterprise": {
        "n": 28,
        "nPriced": 6,
        "reliability": "medium",
        "median": 1500,
        "p25": 656.5,
        "p75": 2375,
        "min": 299,
        "max": 3000,
        "mean": 1556.83,
        "stdev": 1103.7,
        "usageShare": 0
      }
    },
    "byPersonaMonthly": {
      "free": {
        "nMonthly": 0,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0.14,
        "mixedBilling": true,
        "monthlyComparable": false
      },
      "individual": {
        "nMonthly": 27,
        "p25": 14.5,
        "median": 29,
        "p75": 50,
        "confidence": "high",
        "usageShare": 0.61,
        "mixedBilling": true,
        "monthlyComparable": true
      },
      "pro": {
        "nMonthly": 29,
        "p25": 39,
        "median": 49,
        "p75": 97,
        "confidence": "high",
        "usageShare": 0.06,
        "mixedBilling": true,
        "monthlyComparable": true
      },
      "team_sme": {
        "nMonthly": 45,
        "p25": 149,
        "median": 249,
        "p75": 497,
        "confidence": "high",
        "usageShare": 0.16,
        "mixedBilling": true,
        "monthlyComparable": true
      },
      "enterprise": {
        "nMonthly": 6,
        "p25": 656.5,
        "median": 1500,
        "p75": 2375,
        "confidence": "medium",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": true
      }
    },
    "byTierCohorts": {
      "status": "ok",
      "cohorts": [
        {
          "tier": "individual",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 29,
          "provider_count": 24,
          "plan_observation_count": 26,
          "data_confidence": 1,
          "data_confidence_basis": {
            "provider_component": 1,
            "observation_component": 1,
            "provider_count": 24,
            "plan_observation_count": 26
          },
          "reliability": "high",
          "members": [
            {
              "provider": "bisibility_mcp",
              "usd": 3
            },
            {
              "provider": "grounded_aeo",
              "usd": 8.25
            },
            {
              "provider": "asoatlas_mcp",
              "usd": 9
            },
            {
              "provider": "seodraft",
              "usd": 9
            },
            {
              "provider": "vibeseo_mcp",
              "usd": 9
            },
            {
              "provider": "open_seo",
              "usd": 10
            },
            {
              "provider": "calmseo",
              "usd": 19
            },
            {
              "provider": "inxy_seo_audit",
              "usd": 19
            },
            {
              "provider": "seosapient",
              "usd": 20
            },
            {
              "provider": "surfaceable_mcp_seo",
              "usd": 23
            },
            {
              "provider": "harborrank",
              "usd": 29
            },
            {
              "provider": "rampify",
              "usd": 29
            },
            {
              "provider": "sonar",
              "usd": 29
            },
            {
              "provider": "wellows",
              "usd": 29
            },
            {
              "provider": "aeotool",
              "usd": 33.06
            },
            {
              "provider": "speedvault",
              "usd": 35
            },
            {
              "provider": "pseo_engine",
              "usd": 49
            },
            {
              "provider": "trirank",
              "usd": 49
            },
            {
              "provider": "foliora_search",
              "usd": 49.99
            },
            {
              "provider": "seo_automation_hub",
              "usd": 55.86
            },
            {
              "provider": "nightowl_seo_agent",
              "usd": 90.06
            },
            {
              "provider": "bear_ai",
              "usd": 100
            },
            {
              "provider": "writesonic",
              "usd": 139
            },
            {
              "provider": "website_auditor",
              "usd": 500
            }
          ],
          "p25": 16.75,
          "p75": 49.25
        },
        {
          "tier": "pro",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 64.84,
          "provider_count": 24,
          "plan_observation_count": 27,
          "data_confidence": 1,
          "data_confidence_basis": {
            "provider_component": 1,
            "observation_component": 1,
            "provider_count": 24,
            "plan_observation_count": 27
          },
          "reliability": "high",
          "members": [
            {
              "provider": "pseolint",
              "usd": 19
            },
            {
              "provider": "crawlie",
              "usd": 29
            },
            {
              "provider": "onlineseoaudit",
              "usd": 29
            },
            {
              "provider": "crawlie_cloud",
              "usd": 29
            },
            {
              "provider": "seo_audit",
              "usd": 29
            },
            {
              "provider": "sitepulsar",
              "usd": 29
            },
            {
              "provider": "calmseo",
              "usd": 39
            },
            {
              "provider": "aio_geo",
              "usd": 49
            },
            {
              "provider": "website_auditor",
              "usd": 49
            },
            {
              "provider": "seorce",
              "usd": 49
            },
            {
              "provider": "seosapient",
              "usd": 50
            },
            {
              "provider": "grounded_aeo",
              "usd": 62.42
            },
            {
              "provider": "localo_ai_agentyour_aipowered_",
              "usd": 67.26
            },
            {
              "provider": "vibeseo_mcp",
              "usd": 69
            },
            {
              "provider": "harborrank",
              "usd": 79
            },
            {
              "provider": "aeotool",
              "usd": 90.06
            },
            {
              "provider": "distribb",
              "usd": 97
            },
            {
              "provider": "wellows",
              "usd": 97
            },
            {
              "provider": "inxy_seo_audit",
              "usd": 99
            },
            {
              "provider": "seo_automation_hub",
              "usd": 112.86
            },
            {
              "provider": "surfaceable_mcp_seo",
              "usd": 119
            },
            {
              "provider": "trirank",
              "usd": 149
            },
            {
              "provider": "foliora_search",
              "usd": 149.99
            },
            {
              "provider": "nightowl_seo_agent",
              "usd": 181.26
            }
          ],
          "p25": 36.5,
          "p75": 97.5
        },
        {
          "tier": "team_sme",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 214,
          "provider_count": 29,
          "plan_observation_count": 41,
          "data_confidence": 1,
          "data_confidence_basis": {
            "provider_component": 1,
            "observation_component": 1,
            "provider_count": 29,
            "plan_observation_count": 41
          },
          "reliability": "high",
          "members": [
            {
              "provider": "localo_ai_agentyour_aipowered_",
              "usd": 39.9
            },
            {
              "provider": "surfaceable_mcp_seo",
              "usd": 63
            },
            {
              "provider": "calmseo",
              "usd": 79
            },
            {
              "provider": "sitepulsar",
              "usd": 79
            },
            {
              "provider": "seo_audit",
              "usd": 99
            },
            {
              "provider": "speedvault",
              "usd": 100
            },
            {
              "provider": "seosapient",
              "usd": 100
            },
            {
              "provider": "crawlie",
              "usd": 149
            },
            {
              "provider": "crawlie_cloud",
              "usd": 149
            },
            {
              "provider": "sonar",
              "usd": 149
            },
            {
              "provider": "aio_geo",
              "usd": 199
            },
            {
              "provider": "harborrank",
              "usd": 199
            },
            {
              "provider": "toffu_aeo_geo",
              "usd": 200
            },
            {
              "provider": "seo_automation_hub",
              "usd": 204.06
            },
            {
              "provider": "pseo_engine",
              "usd": 214
            },
            {
              "provider": "seo_ai",
              "usd": 224
            },
            {
              "provider": "aeotool",
              "usd": 226.86
            },
            {
              "provider": "wellows",
              "usd": 373
            },
            {
              "provider": "trirank",
              "usd": 399
            },
            {
              "provider": "writesonic",
              "usd": 399
            },
            {
              "provider": "adaptify_seo",
              "usd": 416
            },
            {
              "provider": "nightowl_seo_agent",
              "usd": 454.86
            },
            {
              "provider": "seoforgpt",
              "usd": 490.2
            },
            {
              "provider": "distribb",
              "usd": 495
            },
            {
              "provider": "inxy_seo_audit",
              "usd": 499
            },
            {
              "provider": "gauge",
              "usd": 599
            },
            {
              "provider": "website_auditor",
              "usd": 700
            },
            {
              "provider": "wordlift_agent",
              "usd": 910.86
            },
            {
              "provider": "site_auditor",
              "usd": 2499
            }
          ],
          "p25": 149,
          "p75": 454.86
        },
        {
          "tier": "enterprise",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 2500,
          "provider_count": 3,
          "plan_observation_count": 4,
          "data_confidence": 0.24,
          "data_confidence_basis": {
            "provider_component": 0.25,
            "observation_component": 0.2,
            "provider_count": 3,
            "plan_observation_count": 4
          },
          "reliability": "low",
          "members": [
            {
              "provider": "seo_audit",
              "usd": 299
            },
            {
              "provider": "website_auditor",
              "usd": 2500
            },
            {
              "provider": "geekytech_ai",
              "usd": 2680
            }
          ]
        }
      ],
      "rejected": {
        "range": 11,
        "ambiguous_cadence": 20,
        "usage_not_monthly": 45,
        "one_time": 22,
        "free_or_zero": 1,
        "promo": 1,
        "unrankable_or_unparseable": 3
      },
      "evidence": {
        "status": "ok",
        "single_observations": [],
        "observed_offers": [
          {
            "billing": "monthly",
            "unit": "flat",
            "count": 98,
            "offers": [
              {
                "provider": "adaptify_seo",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$499 /month",
                "monthly_usd": 499
              },
              {
                "provider": "adaptify_seo",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$333/site",
                "monthly_usd": 333
              },
              {
                "provider": "aeotool",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "29 € / month",
                "monthly_usd": 33.06
              },
              {
                "provider": "aeotool",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "79 € / month",
                "monthly_usd": 90.06
              },
              {
                "provider": "aeotool",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "199 € / month",
                "monthly_usd": 226.86
              },
              {
                "provider": "aio_geo",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49/mo",
                "monthly_usd": 49
              },
              {
                "provider": "aio_geo",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$199/mo",
                "monthly_usd": 199
              },
              {
                "provider": "asoatlas_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$9/mo",
                "monthly_usd": 9
              },
              {
                "provider": "bear_ai",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$100/m",
                "monthly_usd": 100
              },
              {
                "provider": "bisibility_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$3/month",
                "monthly_usd": 3
              },
              {
                "provider": "calmseo",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19 / month",
                "monthly_usd": 19
              },
              {
                "provider": "calmseo",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$39 / month",
                "monthly_usd": 39
              },
              {
                "provider": "calmseo",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$79 / month",
                "monthly_usd": 79
              },
              {
                "provider": "crawlie",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29 /mo",
                "monthly_usd": 29
              },
              {
                "provider": "crawlie",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$149 /mo",
                "monthly_usd": 149
              },
              {
                "provider": "crawlie_cloud",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29 /mo",
                "monthly_usd": 29
              },
              {
                "provider": "crawlie_cloud",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$149 /mo",
                "monthly_usd": 149
              },
              {
                "provider": "distribb",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$97/month",
                "monthly_usd": 97
              },
              {
                "provider": "distribb",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$495/month",
                "monthly_usd": 495
              },
              {
                "provider": "foliora_search",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49.99 / site / month",
                "monthly_usd": 49.99
              },
              {
                "provider": "foliora_search",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$149.99 / site / month",
                "monthly_usd": 149.99
              },
              {
                "provider": "gauge",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$599/mo",
                "monthly_usd": 599
              },
              {
                "provider": "geekytech_ai",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "£1000/mo",
                "monthly_usd": 1340
              },
              {
                "provider": "geekytech_ai",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "£3000/mo",
                "monthly_usd": 4020
              },
              {
                "provider": "grounded_aeo",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99/yr",
                "monthly_usd": 8.25
              },
              {
                "provider": "grounded_aeo",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$499/yr",
                "monthly_usd": 41.58
              },
              {
                "provider": "grounded_aeo",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$999/yr",
                "monthly_usd": 83.25
              },
              {
                "provider": "harborrank",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29/mo",
                "monthly_usd": 29
              },
              {
                "provider": "harborrank",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$79/mo",
                "monthly_usd": 79
              },
              {
                "provider": "harborrank",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$199/mo",
                "monthly_usd": 199
              },
              {
                "provider": "inxy_seo_audit",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19 /mo",
                "monthly_usd": 19
              },
              {
                "provider": "inxy_seo_audit",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49 /mo",
                "monthly_usd": 49
              },
              {
                "provider": "inxy_seo_audit",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$149 /mo",
                "monthly_usd": 149
              },
              {
                "provider": "inxy_seo_audit",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$499 /mo",
                "monthly_usd": 499
              },
              {
                "provider": "localo_ai_agentyour_aipowered_",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "€35 /mo",
                "monthly_usd": 39.9
              },
              {
                "provider": "localo_ai_agentyour_aipowered_",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€59 /mo",
                "monthly_usd": 67.26
              },
              {
                "provider": "nightowl_seo_agent",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "€79 /mo",
                "monthly_usd": 90.06
              },
              {
                "provider": "nightowl_seo_agent",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "€159 /mo",
                "monthly_usd": 181.26
              },
              {
                "provider": "nightowl_seo_agent",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "€399 /mo",
                "monthly_usd": 454.86
              },
              {
                "provider": "onlineseoaudit",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29 per month",
                "monthly_usd": 29
              },
              {
                "provider": "open_seo",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$10/mo",
                "monthly_usd": 10
              },
              {
                "provider": "pseo_engine",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49 /month",
                "monthly_usd": 49
              },
              {
                "provider": "pseo_engine",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$129 /month",
                "monthly_usd": 129
              },
              {
                "provider": "pseo_engine",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$299 /month",
                "monthly_usd": 299
              },
              {
                "provider": "pseolint",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19 / mo",
                "monthly_usd": 19
              },
              {
                "provider": "rampify",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29 /month",
                "monthly_usd": 29
              },
              {
                "provider": "seo_ai",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$149",
                "monthly_usd": 149
              },
              {
                "provider": "seo_ai",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$ 299",
                "monthly_usd": 299
              },
              {
                "provider": "seo_audit",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29 /mo",
                "monthly_usd": 29
              },
              {
                "provider": "seo_audit",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99 /mo",
                "monthly_usd": 99
              },
              {
                "provider": "seo_audit",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$299 /mo",
                "monthly_usd": 299
              },
              {
                "provider": "seo_automation_hub",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "49€/mese",
                "monthly_usd": 55.86
              },
              {
                "provider": "seo_automation_hub",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "99€/mese",
                "monthly_usd": 112.86
              },
              {
                "provider": "seo_automation_hub",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "159€/mese",
                "monthly_usd": 181.26
              },
              {
                "provider": "seo_automation_hub",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "199€/mese",
                "monthly_usd": 226.86
              },
              {
                "provider": "seodraft",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$9/month",
                "monthly_usd": 9
              },
              {
                "provider": "seoforgpt",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "€260 /mo",
                "monthly_usd": 296.4
              },
              {
                "provider": "seoforgpt",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "€600 /mo",
                "monthly_usd": 684
              },
              {
                "provider": "seorce",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49/mo",
                "monthly_usd": 49
              },
              {
                "provider": "seosapient",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$20 / month",
                "monthly_usd": 20
              },
              {
                "provider": "seosapient",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$50 / month",
                "monthly_usd": 50
              },
              {
                "provider": "seosapient",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$100 / month",
                "monthly_usd": 100
              },
              {
                "provider": "site_auditor",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$1,999 /mo",
                "monthly_usd": 1999
              },
              {
                "provider": "site_auditor",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$2,999 /mo",
                "monthly_usd": 2999
              },
              {
                "provider": "sitepulsar",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29 /mo",
                "monthly_usd": 29
              },
              {
                "provider": "sitepulsar",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$79 /mo",
                "monthly_usd": 79
              },
              {
                "provider": "sonar",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29/mo",
                "monthly_usd": 29
              },
              {
                "provider": "sonar",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$149/mo",
                "monthly_usd": 149
              },
              {
                "provider": "speedvault",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$20 /mo",
                "monthly_usd": 20
              },
              {
                "provider": "speedvault",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$50 /mo",
                "monthly_usd": 50
              },
              {
                "provider": "speedvault",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$100 /mo",
                "monthly_usd": 100
              },
              {
                "provider": "surfaceable_mcp_seo",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$23/mo (billed annually) or $29/month",
                "monthly_usd": 23
              },
              {
                "provider": "surfaceable_mcp_seo",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$63/mo (billed annually) or $79/month",
                "monthly_usd": 63
              },
              {
                "provider": "surfaceable_mcp_seo",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$119/mo (billed annually) or $149/month",
                "monthly_usd": 119
              },
              {
                "provider": "toffu_aeo_geo",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$100/month",
                "monthly_usd": 100
              },
              {
                "provider": "toffu_aeo_geo",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$200/month",
                "monthly_usd": 200
              },
              {
                "provider": "toffu_aeo_geo",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$500/month",
                "monthly_usd": 500
              },
              {
                "provider": "trirank",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49 /mo",
                "monthly_usd": 49
              },
              {
                "provider": "trirank",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$149 /mo",
                "monthly_usd": 149
              },
              {
                "provider": "trirank",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$399 /mo",
                "monthly_usd": 399
              },
              {
                "provider": "vibeseo_mcp",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$9/MONTH",
                "monthly_usd": 9
              },
              {
                "provider": "vibeseo_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$39/MONTH",
                "monthly_usd": 39
              },
              {
                "provider": "vibeseo_mcp",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99/MONTH",
                "monthly_usd": 99
              },
              {
                "provider": "website_auditor",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49/mo",
                "monthly_usd": 49
              },
              {
                "provider": "website_auditor",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "from $150/mo",
                "monthly_usd": 150
              },
              {
                "provider": "website_auditor",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "from $400/mo",
                "monthly_usd": 400
              },
              {
                "provider": "website_auditor",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "from $500/mo",
                "monthly_usd": 500
              },
              {
                "provider": "website_auditor",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "from $1,000/mo",
                "monthly_usd": 1000
              },
              {
                "provider": "website_auditor",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "from $1,500/mo",
                "monthly_usd": 1500
              },
              {
                "provider": "website_auditor",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "from $2,500/mo",
                "monthly_usd": 2500
              },
              {
                "provider": "wellows",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29 /mo",
                "monthly_usd": 29
              },
              {
                "provider": "wellows",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$97 /mo",
                "monthly_usd": 97
              },
              {
                "provider": "wellows",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$249 /mo",
                "monthly_usd": 249
              },
              {
                "provider": "wellows",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$497 /mo",
                "monthly_usd": 497
              },
              {
                "provider": "wordlift_agent",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "€799 / month",
                "monthly_usd": 910.86
              },
              {
                "provider": "writesonic",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$79/mo",
                "monthly_usd": 79
              },
              {
                "provider": "writesonic",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$199/mo",
                "monthly_usd": 199
              },
              {
                "provider": "writesonic",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$399/mo",
                "monthly_usd": 399
              }
            ]
          },
          {
            "billing": "one_time",
            "unit": "flat",
            "count": 21,
            "offers": [
              {
                "provider": "aeonos",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$10",
                "monthly_usd": null
              },
              {
                "provider": "aio_geo",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$3,000",
                "monthly_usd": null
              },
              {
                "provider": "bisibility_mcp",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$1-$50 of credits",
                "monthly_usd": null
              },
              {
                "provider": "goji",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$10,000–$50,000+ per project",
                "monthly_usd": null
              },
              {
                "provider": "goji",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$5,000–$100,000+ per project",
                "monthly_usd": null
              },
              {
                "provider": "goji",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$5,000–$100,000+ per project",
                "monthly_usd": null
              },
              {
                "provider": "pseo_engine",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$19",
                "monthly_usd": null
              },
              {
                "provider": "pseo_engine",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$79",
                "monthly_usd": null
              },
              {
                "provider": "searcherlite_seo",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$7",
                "monthly_usd": null
              },
              {
                "provider": "searcherlite_seo",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$37",
                "monthly_usd": null
              },
              {
                "provider": "searcherlite_seo",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$147",
                "monthly_usd": null
              },
              {
                "provider": "searcherlite_seo",
                "tier": "enterprise",
                "billing": "one_time",
                "unit": "flat",
                "price": "$297",
                "monthly_usd": null
              },
              {
                "provider": "sitepulsar",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$5",
                "monthly_usd": null
              },
              {
                "provider": "sitepulsar",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$40",
                "monthly_usd": null
              },
              {
                "provider": "sitepulsar",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$175",
                "monthly_usd": null
              },
              {
                "provider": "speedvault",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$10",
                "monthly_usd": null
              },
              {
                "provider": "speedvault",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$30",
                "monthly_usd": null
              },
              {
                "provider": "speedvault",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$100",
                "monthly_usd": null
              },
              {
                "provider": "speedvault",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$400",
                "monthly_usd": null
              },
              {
                "provider": "trirank",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$399",
                "monthly_usd": null
              },
              {
                "provider": "webscore",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$59",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "one_time",
            "unit": "other_usage",
            "count": 1,
            "offers": [
              {
                "provider": "webscore",
                "tier": "individual",
                "billing": "one_time",
                "unit": "other_usage",
                "price": "$3 per scan, one time",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "flat",
            "count": 42,
            "offers": [
              {
                "provider": "aeonos",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.01",
                "monthly_usd": null
              },
              {
                "provider": "aeonos",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "2.50 USDC",
                "monthly_usd": null
              },
              {
                "provider": "aeonos",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "0.50 USDC",
                "monthly_usd": null
              },
              {
                "provider": "aeonos",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "1.50 USDC",
                "monthly_usd": null
              },
              {
                "provider": "aeonos",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "0.05 USDC",
                "monthly_usd": null
              },
              {
                "provider": "cite42",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "from $0.01/model & up",
                "monthly_usd": null
              },
              {
                "provider": "cite42",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.05 each",
                "monthly_usd": null
              },
              {
                "provider": "cite42",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.82 max",
                "monthly_usd": null
              },
              {
                "provider": "cite42",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.82 max",
                "monthly_usd": null
              },
              {
                "provider": "cite42",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.57 max",
                "monthly_usd": null
              },
              {
                "provider": "cite42",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.72 max",
                "monthly_usd": null
              },
              {
                "provider": "cite42",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.80 max",
                "monthly_usd": null
              },
              {
                "provider": "cite42",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.82 max",
                "monthly_usd": null
              },
              {
                "provider": "crawlie",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "€10 per 1,000",
                "monthly_usd": null
              },
              {
                "provider": "local_seo_data",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.01",
                "monthly_usd": null
              },
              {
                "provider": "local_seo_data",
                "tier": "team_sme",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.01",
                "monthly_usd": null
              },
              {
                "provider": "local_seo_data",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.01",
                "monthly_usd": null
              },
              {
                "provider": "local_seo_data",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.01",
                "monthly_usd": null
              },
              {
                "provider": "local_seo_data",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.01",
                "monthly_usd": null
              },
              {
                "provider": "local_seo_data",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.01",
                "monthly_usd": null
              },
              {
                "provider": "local_seo_data",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.01",
                "monthly_usd": null
              },
              {
                "provider": "local_seo_data",
                "tier": "team_sme",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.025",
                "monthly_usd": null
              },
              {
                "provider": "local_seo_data",
                "tier": "team_sme",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.025",
                "monthly_usd": null
              },
              {
                "provider": "local_seo_data",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.005 / 10",
                "monthly_usd": null
              },
              {
                "provider": "local_seo_data",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.03",
                "monthly_usd": null
              },
              {
                "provider": "local_seo_data",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.03",
                "monthly_usd": null
              },
              {
                "provider": "local_seo_data",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.025",
                "monthly_usd": null
              },
              {
                "provider": "local_seo_data",
                "tier": "team_sme",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.05 / 50",
                "monthly_usd": null
              },
              {
                "provider": "local_seo_data",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.015",
                "monthly_usd": null
              },
              {
                "provider": "local_seo_data",
                "tier": "team_sme",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.025",
                "monthly_usd": null
              },
              {
                "provider": "local_seo_data",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.015",
                "monthly_usd": null
              },
              {
                "provider": "local_seo_data",
                "tier": "team_sme",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.015",
                "monthly_usd": null
              },
              {
                "provider": "local_seo_data",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.46",
                "monthly_usd": null
              },
              {
                "provider": "local_seo_data",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.10",
                "monthly_usd": null
              },
              {
                "provider": "local_seo_data",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.36",
                "monthly_usd": null
              },
              {
                "provider": "local_seo_data",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.045",
                "monthly_usd": null
              },
              {
                "provider": "local_seo_data",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.02",
                "monthly_usd": null
              },
              {
                "provider": "local_seo_data",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.405",
                "monthly_usd": null
              },
              {
                "provider": "open_seo",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.08 per domain overview with one year of history",
                "monthly_usd": null
              },
              {
                "provider": "seosapient",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.01",
                "monthly_usd": null
              },
              {
                "provider": "sonar",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "from $10",
                "monthly_usd": null
              },
              {
                "provider": "vibeking",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "€ 9 excl. btw per check",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "other_usage",
            "count": 1,
            "offers": [
              {
                "provider": "open_seo",
                "tier": "individual",
                "billing": "usage",
                "unit": "other_usage",
                "price": "$0.05 per search",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "per_call",
            "count": 2,
            "offers": [
              {
                "provider": "geo_audit",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_call",
                "price": "$1.50 USDC per call",
                "monthly_usd": null
              },
              {
                "provider": "local_seo_data",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_call",
                "price": "$0.36 / call",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 20,
            "offers": [
              {
                "provider": "agentic_commerce_optimization",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Talk to us — scoped on a call",
                "monthly_usd": null
              },
              {
                "provider": "ai_search_intelligence",
                "tier": "pro",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "$99",
                "monthly_usd": null
              },
              {
                "provider": "ai_search_intelligence",
                "tier": "team_sme",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "$333",
                "monthly_usd": null
              },
              {
                "provider": "ai_search_intelligence",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "$542",
                "monthly_usd": null
              },
              {
                "provider": "bear_ai",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "crawlie",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "crawlie_cloud",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "gauge",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "inxy_seo_audit",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "localo_ai_agentyour_aipowered_",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Let’s talk!",
                "monthly_usd": null
              },
              {
                "provider": "nightowl_seo_agent",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom Pricing",
                "monthly_usd": null
              },
              {
                "provider": "onlineseoaudit",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "seosapient",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom billing",
                "monthly_usd": null
              },
              {
                "provider": "site_auditor",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "speedvault",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "toffu_aeo_geo",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "contact_sales",
                "monthly_usd": null
              },
              {
                "provider": "toffu_aeo_geo",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "contact_sales",
                "monthly_usd": null
              },
              {
                "provider": "wellows",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact sales",
                "monthly_usd": null
              },
              {
                "provider": "wordlift_agent",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "writesonic",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 52,
          "normalized_observations": 98,
          "comparable_providers": 42,
          "strict_cohorts": 4,
          "exclusion_reasons": {
            "range": 11,
            "ambiguous_cadence": 20,
            "usage_not_monthly": 45,
            "one_time": 22,
            "free_or_zero": 1,
            "promo": 1,
            "unrankable_or_unparseable": 3
          }
        }
      }
    },
    "quoteOnlyProvidersByTier": {
      "individual": 0,
      "enterprise": 16,
      "pro": 0,
      "team_sme": 0
    },
    "billingMix": {
      "subscription": 26,
      "usage": 6,
      "contact_sales": 1,
      "freemium": 22,
      "free": 5
    },
    "freeTierShare": 0.45,
    "medianLowestUsd": 43.85
  },
  "movement": {
    "niche": "seo-agent",
    "sector": "sales-marketing-revops",
    "pricedNow": 42,
    "pairs": 40,
    "repriced": [
      {
        "handle": "pseo_engine",
        "from": 19,
        "to": 49,
        "pct": 157.9
      },
      {
        "handle": "speedvault",
        "from": 10,
        "to": 20,
        "pct": 100
      },
      {
        "handle": "seo_automation_hub",
        "from": 55.13,
        "to": 54.85,
        "pct": -0.5
      },
      {
        "handle": "seoforgpt",
        "from": 157.53,
        "to": 156.7,
        "pct": -0.5
      },
      {
        "handle": "wordlift_agent",
        "from": 899.02,
        "to": 894.32,
        "pct": -0.5
      },
      {
        "handle": "nightowl_seo_agent",
        "from": 88.89,
        "to": 88.42,
        "pct": -0.5
      },
      {
        "handle": "aeotool",
        "from": 32.63,
        "to": 32.46,
        "pct": -0.5
      },
      {
        "handle": "localo_ai_agentyour_aipowered_",
        "from": 39.38,
        "to": 39.18,
        "pct": -0.5
      },
      {
        "handle": "geekytech_ai",
        "from": 1326.28,
        "to": 1324.99,
        "pct": -0.1
      }
    ],
    "newlyPriced": [
      "agentic_commerce_optimization"
    ],
    "droppedFromPriced": [
      "webscore",
      "aeonos"
    ],
    "likeForLikePct": 4.1,
    "kind": "mixed",
    "narrative": "Repricing + composition: 9 agents repriced — 2 up, 7 down; 1 newly published pricing; 2 stopped showing a public price."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-09-15",
        "index": 99.988,
        "pairs": 74,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-16",
        "index": 99.988,
        "pairs": 74,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-17",
        "index": 99.988,
        "pairs": 74,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-18",
        "index": 99.988,
        "pairs": 76,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-19",
        "index": 99.988,
        "pairs": 75,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-20",
        "index": 99.988,
        "pairs": 73,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-21",
        "index": 99.988,
        "pairs": 77,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-22",
        "index": 99.988,
        "pairs": 78,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-23",
        "index": 99.988,
        "pairs": 77,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-24",
        "index": 99.988,
        "pairs": 77,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-25",
        "index": 99.988,
        "pairs": 78,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-26",
        "index": 99.988,
        "pairs": 71,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-27",
        "index": 99.988,
        "pairs": 71,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-28",
        "index": 99.988,
        "pairs": 71,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-29",
        "index": 99.988,
        "pairs": 72,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 99.988,
        "pairs": 76,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 99.988,
        "pairs": 74,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 99.988,
        "pairs": 77,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-03",
        "index": 99.988,
        "pairs": 77,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 99.988,
        "pairs": 77,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 99.988,
        "pairs": 77,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 99.988,
        "pairs": 78,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-07",
        "index": 99.988,
        "pairs": 78,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 99.988,
        "pairs": 77,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-09",
        "index": 99.982,
        "pairs": 79,
        "dayChangePct": -0.01
      },
      {
        "day": "2026-10-10",
        "index": 99.988,
        "pairs": 81,
        "dayChangePct": 0.01
      },
      {
        "day": "2026-10-11",
        "index": 99.988,
        "pairs": 81,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 99.988,
        "pairs": 85,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 99.988,
        "pairs": 86,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 99.988,
        "pairs": 86,
        "dayChangePct": 0
      }
    ],
    "latest": 99.988,
    "day_change_pct": 0,
    "methodology": "Chained daily price index, base 100 on the first priced scan day (29 Jun 2026). The overall index is the COMPOSITE of the four buyer-tier indices (individual / pro / team&sme / enterprise): each day it moves by the equal-weighted average of the tiers' moves. Each tier index is like-for-like — only agents priced on both consecutive scan days (per-agent ratios, geometric mean, clipped to [0.2, 5]) — so composition changes (agents revealing or hiding prices) can never move it."
  },
  "top_agents": [
    {
      "agent_id": "aeo_scanner",
      "name": "AEO Scanner",
      "url": "https://scan.convrgent.ai",
      "short_summary": "audits website AI search visibility and generates fixes for optimization across AEO, GEO, and Agent Readiness dimensions",
      "price": {
        "observed": false,
        "billing": "unknown",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "The homepage advertises a free scan and exposes $49 pricing in structured data, but does not state the paid plan's billing period or features."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "aeonos",
      "name": "AEONOS",
      "url": "https://aeonos.basechainlabs.com",
      "short_summary": "Generative Engine Optimisation (GEO) and Answer Engine Optimisation (AEO) to make websites citable by ChatGPT, Perplexity, Claude, and Google AI Overviews",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "AEONOS credit",
              "per": "per unit",
              "text": "$0.01 per unit"
            },
            {
              "line": "x402",
              "per": "per unit",
              "text": "$2.5 per unit"
            },
            {
              "line": "ACP",
              "per": "per unit",
              "text": "$0.5 per unit"
            },
            {
              "line": "x402",
              "per": "per unit",
              "text": "$1.5 per unit"
            },
            {
              "line": "x402",
              "per": "per unit",
              "text": "$0.05 per unit"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "AEONOS Starter",
              "price": "$10",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "AEONOS credit",
              "price": "$0.01",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "x402",
              "price": "2.50 USDC",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "ACP",
              "price": "0.50 USDC",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "x402",
              "price": "1.50 USDC",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "x402",
              "price": "0.05 USDC",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "One-time packages from $10; $0.01 per unit; $2.5 per unit (usage-based)",
        "summary": "One-time packages from $10; $0.01 per unit; $2.5 per unit (usage-based). AEONOS publicly shows a one-time $10 pack for 1,000 credits, with credits consumed per tool call, plus additional USDC-denominated metered rates on the homepage."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "ai_search_intelligence",
      "name": "Ai Search Intelligence",
      "url": "https://similarweb.com/corp/search/gen-ai-intelligence/",
      "short_summary": "analyzes brand visibility, traffic, prompts, citations, and sentiment across AI search platforms/LLMs",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "AEO Intelligence",
              "price": "$99",
              "kind": "unspecified_period"
            },
            {
              "name": "AEO & SEO & Competitive Intel",
              "price": "$333",
              "kind": "unspecified_period"
            },
            {
              "name": "AEO & SEO & Ads & Competitive Intel",
              "price": "$542",
              "kind": "unspecified_period"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "AEO Intelligence $99 (billing period not stated)",
        "summary": "AEO Intelligence $99 (billing period not stated). Similarweb publicly lists three packages priced at $99, $333, and $542, each offering a free trial, but the supplied content does not specify the billing period."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "bear_ai",
      "name": "Bear Ai",
      "url": "https://usebear.ai/",
      "short_summary": "Improves brand visibility in AI search engines (GEO/AEO): tracks AI mentions, generates AI-optimized blog content, automates PR/outreach, and converts AI-sourc…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Basic",
            "monthly_native": 100,
            "monthly_usd": 100,
            "commitment": "monthly",
            "basis": "$100/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Basic",
              "price": "$100/m",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 100,
        "monthly_usd": 100,
        "headline": "From $100/mo",
        "summary": "From $100/mo. Bear offers a Basic plan at $100/m and an Enterprise plan with custom pricing."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "gauge",
      "name": "Gauge",
      "url": "https://www.withgauge.com/",
      "short_summary": "monitors and improves a brand's visibility in AI-generated answers across major LLMs (generative engine optimization / AEO), analyzing citations and gaps and r…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Growth",
            "monthly_native": 599,
            "monthly_usd": 599,
            "commitment": "monthly",
            "basis": "$599/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Growth",
              "price": "$599/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 599,
        "monthly_usd": 599,
        "headline": "From $599/mo",
        "summary": "From $599/mo. Gauge offers a Growth subscription at $599/mo with a 1-week free trial, while Enterprise pricing is custom."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "internal_linking_assistant_age",
      "name": "Internal Linking Assistant",
      "url": "https://help.semji.com/en/how-to-strengthen-your-internal-links-with-ai-agent",
      "short_summary": "automatically identifies internal linking opportunities to priority pages and suggests anchors, edits, or new sentences to strengthen internal linking for SEO",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "local_seo_data",
      "name": "Local SEO Data",
      "url": "https://localseodata.com",
      "short_summary": "provides local SEO data through API endpoints including rankings, reviews, audits, keyword research, competitor analysis, geogrid tracking, and AI visibility s…",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "Local Pack",
              "per": "per unit",
              "text": "$0.01 per unit"
            },
            {
              "line": "Organic SERP",
              "per": "per unit",
              "text": "$0.01 per unit"
            },
            {
              "line": "Maps Results",
              "per": "per unit",
              "text": "$0.01 per unit"
            },
            {
              "line": "Local Finder",
              "per": "per unit",
              "text": "$0.01 per unit"
            },
            {
              "line": "LSA Ads",
              "per": "per unit",
              "text": "$0.01 per unit"
            },
            {
              "line": "AI Overview",
              "per": "per unit",
              "text": "$0.01 per unit"
            },
            {
              "line": "AI Mode",
              "per": "per unit",
              "text": "$0.01 per unit"
            },
            {
              "line": "Business Profile",
              "per": "per unit",
              "text": "$0.03 per unit"
            },
            {
              "line": "Business Profile Health",
              "per": "per unit",
              "text": "$0.03 per unit"
            },
            {
              "line": "Reviews",
              "per": "per unit",
              "text": "$0.01 per unit"
            },
            {
              "line": "Review Velocity",
              "per": "per unit",
              "text": "$0.03 per unit"
            },
            {
              "line": "Multi-Platform Reviews",
              "per": "per unit",
              "text": "$0.03 per unit"
            },
            {
              "line": "Q&A",
              "per": "per unit",
              "text": "$0.03 per unit"
            },
            {
              "line": "Business Listings",
              "per": "per unit",
              "text": "$0.05 per unit"
            },
            {
              "line": "Apple Maps",
              "per": "per unit",
              "text": "$0.01 per unit"
            },
            {
              "line": "Apple Business Profile",
              "per": "per unit",
              "text": "$0.03 per unit"
            },
            {
              "line": "Bing Local",
              "per": "per unit",
              "text": "$0.01 per unit"
            },
            {
              "line": "Bing Business Profile",
              "per": "per unit",
              "text": "$0.01 per unit"
            },
            {
              "line": "Search Volume",
              "per": "per call",
              "text": "$0.36 per call"
            },
            {
              "line": "Keyword Overview",
              "per": "per unit",
              "text": "$0.05–$0.58 per unit"
            },
            {
              "line": "Keyword Suggestions",
              "per": "per unit",
              "text": "$0.46 per unit"
            },
            {
              "line": "Keywords for Site",
              "per": "per unit",
              "text": "$0.1 per unit"
            },
            {
              "line": "Related Keywords",
              "per": "per unit",
              "text": "$0.36 per unit"
            },
            {
              "line": "Keyword Trends",
              "per": "per unit",
              "text": "$0.04 per unit"
            },
            {
              "line": "Local Opportunities",
              "per": "per unit",
              "text": "$0.02 per unit"
            },
            {
              "line": "AI Keyword Data",
              "per": "per unit",
              "text": "$0.04–$0.08 per unit"
            },
            {
              "line": "AI Mentions",
              "per": "per unit",
              "text": "$0.41–$0.8 per unit"
            },
            {
              "line": "AI Top Sources",
              "per": "per unit",
              "text": "$0.41 per unit"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Local Pack",
              "price": "$0.01",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Organic SERP",
              "price": "$0.01",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Maps Results",
              "price": "$0.01",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Local Finder",
              "price": "$0.01",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "LSA Ads",
              "price": "$0.01",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "AI Overview",
              "price": "$0.01",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "AI Mode",
              "price": "$0.01",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Business Profile",
              "price": "$0.025",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Business Profile Health",
              "price": "$0.025",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Reviews",
              "price": "$0.005 / 10",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Review Velocity",
              "price": "$0.03",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Multi-Platform Reviews",
              "price": "$0.03",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Q&A",
              "price": "$0.025",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Business Listings",
              "price": "$0.05 / 50",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Apple Maps",
              "price": "$0.015",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Apple Business Profile",
              "price": "$0.025",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Bing Local",
              "price": "$0.015",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Bing Business Profile",
              "price": "$0.015",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Search Volume",
              "price": "$0.36 / call",
              "kind": "usage_rate",
              "unit": "call",
              "billed": "usage"
            },
            {
              "name": "Keyword Overview",
              "price": "$0.05-$0.58",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Keyword Suggestions",
              "price": "$0.46",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Keywords for Site",
              "price": "$0.10",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Related Keywords",
              "price": "$0.36",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Keyword Trends",
              "price": "$0.045",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Local Opportunities",
              "price": "$0.02",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "AI Keyword Data",
              "price": "$0.045-$0.08",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "AI Mentions",
              "price": "$0.405-$0.80",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "AI Top Sources",
              "price": "$0.405",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$0.01 per unit; $0.03 per unit (usage-based)",
        "summary": "$0.01 per unit; $0.03 per unit (usage-based). Local SEO Data publicly lists pay-as-you-go API rates by endpoint, with $0.50 of usage included on signup; monthly plan prices are referenced but not detailed in the supplied page text."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "open_seo",
      "name": "Open Seo",
      "url": "https://openseo.so/features/mcp",
      "short_summary": "SEO research and analysis for AI agents including keyword research, SERP analysis, competitor domain analysis, backlink checking, rank tracking, and Google Sea…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Base Plan",
            "monthly_native": 10,
            "monthly_usd": 10,
            "commitment": "monthly",
            "basis": "$10/month",
            "billing_verified": true
          },
          "rates": [
            {
              "line": "Keyword searches",
              "per": "per search",
              "text": "$0.05 per search"
            },
            {
              "line": "Backlink checks",
              "per": "per domain",
              "text": "$0.08 per domain"
            },
            {
              "line": "AI prompt checks",
              "per": "per check",
              "text": "$0 per check"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Base Plan",
              "price": "$10/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Keyword searches",
              "price": "$0.05 per search",
              "kind": "usage_rate",
              "unit": "search",
              "billed": "usage"
            },
            {
              "name": "Backlink checks",
              "price": "$0.08 per domain overview with one year of history",
              "kind": "usage_rate",
              "unit": "domain",
              "billed": "usage"
            },
            {
              "name": "AI prompt checks",
              "price": "$0.002 per check",
              "kind": "usage_rate",
              "unit": "check",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 10,
        "monthly_usd": 10,
        "headline": "From $10/mo",
        "summary": "From $10/mo. OpenSEO offers one $10/month plan with $10 of included monthly usage, plus additional usage-based charges and a free trial with $0.50 in credits."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "pseolint",
      "name": "pseolint",
      "url": "https://pseolint.dev/mcp-server",
      "short_summary": "audits programmatic SEO sites for Google SpamBrain and answer-engine risk by clustering URLs into templates and providing per-template risk scores",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 19,
            "monthly_usd": 19,
            "commitment": "monthly",
            "basis": "$19/month",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Pro (annual billing)",
            "monthly_equivalent_native": 180,
            "total_native": 2160
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$19 / mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro (annual billing)",
              "price": "$180 / year ($15/mo billed yearly)",
              "kind": "base_subscription",
              "billed": "annually"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 19,
        "monthly_usd": 19,
        "headline": "Free plan; paid from $19/mo; $180/mo equivalent billed annually",
        "summary": "Free plan; paid from $19/mo; $180/mo equivalent billed annually. Pseolint offers unlimited free one-shot audits, while Pro monitoring costs $19 per month or $180 per year."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "seo_audit",
      "name": "Accrue SEO",
      "url": "https://seo.accruedev.com",
      "short_summary": "performs comprehensive SEO audits of websites",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 29,
            "monthly_usd": 29,
            "commitment": "monthly",
            "basis": "$29/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0 /mo",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$29 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Agency",
              "price": "$99 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "$299 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 29,
        "monthly_usd": 29,
        "headline": "Free plan; paid from $29/mo",
        "summary": "Free plan; paid from $29/mo. The service offers a permanent free tier and three paid monthly plans priced from $29 to $299 per month."
      },
      "evidence_quality": "high",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "fetra_ai",
      "name": "Fetra Ai",
      "url": "https://fetra.ai/",
      "short_summary": "AI growth team platform providing specialized AI employees for social media management, SEO content creation, ad optimization, lead generation, and video produ…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Basic",
            "monthly_native": 15,
            "monthly_usd": 15,
            "commitment": "monthly",
            "basis": "$15/month",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Basic (annual billing)",
            "monthly_equivalent_native": 10,
            "total_native": 120
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0.00",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Basic",
              "price": "$15.00 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Basic (annual billing)",
              "price": "$10.00 /mo billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Standard",
              "price": "$29.00 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Standard (annual billing)",
              "price": "$14.50 /mo billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Pro",
              "price": "$119.00 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro (annual billing)",
              "price": "$59.00 /mo billed annually",
              "kind": "base_subscription",
              "billed": "annually"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 15,
        "monthly_usd": 15,
        "headline": "Free plan; paid from $15/mo; $10/mo equivalent billed annually",
        "summary": "Free plan; paid from $15/mo; $10/mo equivalent billed annually. Fetra offers a limited free plan plus Basic, Standard, and Pro subscriptions with monthly prices from $15 to $119 or lower per-month rates when billed annually."
      },
      "home_niche": "content-operations",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "webbersites_x402",
      "name": "Webbersites X402",
      "url": "https://x402.webbersites.com",
      "short_summary": "33 pay-per-call tools for AI agents — document extraction (PDF/DOCX/CSV→Markdown), full SEO/schema/accessibility audits, logo/icon/social-card generation, imag…",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "OpenAI-Compatible Chat API (fast)",
              "per": "per call",
              "text": "$0.01 per call"
            },
            {
              "line": "OpenAI-Compatible Chat API (PRO)",
              "per": "per call",
              "text": "$0.05 per call"
            },
            {
              "line": "Anthropic-Compatible Messages",
              "per": "per call",
              "text": "$0.01 per call"
            },
            {
              "line": "Web Search",
              "per": "per call",
              "text": "$0.01 per call"
            },
            {
              "line": "Image Description",
              "per": "per call",
              "text": "$0.02 per call"
            },
            {
              "line": "AI Image Generation",
              "per": "per call",
              "text": "$0.07 per call"
            },
            {
              "line": "Translation",
              "per": "per call",
              "text": "$0.01 per call"
            },
            {
              "line": "AI Summarization",
              "per": "per call",
              "text": "$0.01 per call"
            },
            {
              "line": "Code Debugging",
              "per": "per call",
              "text": "$0.01 per call"
            },
            {
              "line": "Agent Datastore",
              "per": "per call",
              "text": "$0 per call"
            },
            {
              "line": "Agent Scratchpad",
              "per": "per call",
              "text": "$0 per call"
            },
            {
              "line": "Web Scraping",
              "per": "per call",
              "text": "$0 per call"
            },
            {
              "line": "Page Summarizer",
              "per": "per call",
              "text": "$0 per call"
            },
            {
              "line": "Website Screenshot",
              "per": "per call",
              "text": "$0.04 per call"
            },
            {
              "line": "Document Extraction",
              "per": "per call",
              "text": "$0.02 per call"
            },
            {
              "line": "Agent Helpdesk",
              "per": "per call",
              "text": "$0 per call"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "OpenAI-Compatible Chat API (fast)",
              "price": "$0.01 per call",
              "kind": "usage_rate",
              "unit": "call",
              "billed": "usage"
            },
            {
              "name": "OpenAI-Compatible Chat API (PRO)",
              "price": "$0.05 per call",
              "kind": "usage_rate",
              "unit": "call",
              "billed": "usage"
            },
            {
              "name": "Anthropic-Compatible Messages",
              "price": "$0.01 per call",
              "kind": "usage_rate",
              "unit": "call",
              "billed": "usage"
            },
            {
              "name": "Web Search",
              "price": "$0.01 per call",
              "kind": "usage_rate",
              "unit": "call",
              "billed": "usage"
            },
            {
              "name": "Image Description",
              "price": "$0.02 per call",
              "kind": "usage_rate",
              "unit": "call",
              "billed": "usage"
            },
            {
              "name": "AI Image Generation",
              "price": "$0.07 per call",
              "kind": "usage_rate",
              "unit": "call",
              "billed": "usage"
            },
            {
              "name": "Translation",
              "price": "$0.01 per call",
              "kind": "usage_rate",
              "unit": "call",
              "billed": "usage"
            },
            {
              "name": "AI Summarization",
              "price": "$0.01 per call",
              "kind": "usage_rate",
              "unit": "call",
              "billed": "usage"
            },
            {
              "name": "Code Debugging",
              "price": "$0.01 per call",
              "kind": "usage_rate",
              "unit": "call",
              "billed": "usage"
            },
            {
              "name": "Agent Datastore",
              "price": "$0.001/$0.02 per call",
              "kind": "usage_rate",
              "unit": "call",
              "billed": "usage"
            },
            {
              "name": "Agent Scratchpad",
              "price": "$0.001/$0.005 per call",
              "kind": "usage_rate",
              "unit": "call",
              "billed": "usage"
            },
            {
              "name": "Web Scraping",
              "price": "$0.001 per call",
              "kind": "usage_rate",
              "unit": "call",
              "billed": "usage"
            },
            {
              "name": "Page Summarizer",
              "price": "$0.002 per call",
              "kind": "usage_rate",
              "unit": "call",
              "billed": "usage"
            },
            {
              "name": "Website Screenshot",
              "price": "$0.04 per call",
              "kind": "usage_rate",
              "unit": "call",
              "billed": "usage"
            },
            {
              "name": "Document Extraction",
              "price": "$0.02 per call",
              "kind": "usage_rate",
              "unit": "call",
              "billed": "usage"
            },
            {
              "name": "Agent Helpdesk",
              "price": "free/$0.001/$0.003 per call",
              "kind": "usage_rate",
              "unit": "call",
              "billed": "usage"
            },
            {
              "name": "Traffic Pulse",
              "price": "free per call",
              "kind": "unknown"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$0.01 per call; $0.05 per call (usage-based)",
        "summary": "$0.01 per call; $0.05 per call (usage-based). The service publishes USD per-call pricing across API tools, ranging from free options to $0.07 per call, with no fixed monthly subscription price shown."
      },
      "home_niche": "data-extraction-pipeline",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/seo-agent",
  "summary": {
    "niche": "seo-agent",
    "sector": "sales-marketing-revops",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Individual median $26/mo (18 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "individual",
          "buyer_tier_label": "Individual",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 18,
          "reliability": "high",
          "median": 26,
          "p25": 9.25,
          "p75": 34.52,
          "status": "ok"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 17,
          "reliability": "high",
          "median": 49,
          "p25": 29,
          "p75": 90.06,
          "status": "ok"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 17,
          "reliability": "high",
          "median": 199,
          "p25": 100,
          "p75": 399,
          "status": "ok"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 12,
          "reliability": "high",
          "median": 386,
          "p25": 203.05,
          "p75": 464.9,
          "status": "ok"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 7,
          "reliability": "medium",
          "median": 97,
          "p25": 58.63,
          "p75": 104.93,
          "status": "ok"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "buyer_tier": "individual",
          "buyer_tier_label": "Individual",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 6,
          "reliability": "medium",
          "median": 72.96,
          "p25": 35.72,
          "p75": 97.52,
          "status": "ok"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "enterprise",
          "buyer_tier_label": "Enterprise",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            299,
            2500
          ]
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "seo-agent"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/seo-agent",
    "counts": {
      "listings_with_price_capture": 94,
      "listings_with_observed_public_price": 60,
      "providers_with_numeric_monthly_price_latest_scan": 42,
      "like_for_like_comparable_pairs": 40
    },
    "movement": {
      "d": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "w": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "m": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "ok",
    "pricing_by_tier": [
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 29,
        "provider_count": 24,
        "plan_observation_count": 26,
        "data_confidence": 1,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 1,
          "provider_count": 24,
          "plan_observation_count": 26
        },
        "reliability": "high",
        "members": [
          {
            "provider": "bisibility_mcp",
            "usd": 3
          },
          {
            "provider": "grounded_aeo",
            "usd": 8.25
          },
          {
            "provider": "asoatlas_mcp",
            "usd": 9
          },
          {
            "provider": "seodraft",
            "usd": 9
          },
          {
            "provider": "vibeseo_mcp",
            "usd": 9
          },
          {
            "provider": "open_seo",
            "usd": 10
          },
          {
            "provider": "calmseo",
            "usd": 19
          },
          {
            "provider": "inxy_seo_audit",
            "usd": 19
          },
          {
            "provider": "seosapient",
            "usd": 20
          },
          {
            "provider": "surfaceable_mcp_seo",
            "usd": 23
          },
          {
            "provider": "harborrank",
            "usd": 29
          },
          {
            "provider": "rampify",
            "usd": 29
          },
          {
            "provider": "sonar",
            "usd": 29
          },
          {
            "provider": "wellows",
            "usd": 29
          },
          {
            "provider": "aeotool",
            "usd": 33.06
          },
          {
            "provider": "speedvault",
            "usd": 35
          },
          {
            "provider": "pseo_engine",
            "usd": 49
          },
          {
            "provider": "trirank",
            "usd": 49
          },
          {
            "provider": "foliora_search",
            "usd": 49.99
          },
          {
            "provider": "seo_automation_hub",
            "usd": 55.86
          },
          {
            "provider": "nightowl_seo_agent",
            "usd": 90.06
          },
          {
            "provider": "bear_ai",
            "usd": 100
          },
          {
            "provider": "writesonic",
            "usd": 139
          },
          {
            "provider": "website_auditor",
            "usd": 500
          }
        ],
        "p25": 16.75,
        "p75": 49.25
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 64.84,
        "provider_count": 24,
        "plan_observation_count": 27,
        "data_confidence": 1,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 1,
          "provider_count": 24,
          "plan_observation_count": 27
        },
        "reliability": "high",
        "members": [
          {
            "provider": "pseolint",
            "usd": 19
          },
          {
            "provider": "crawlie",
            "usd": 29
          },
          {
            "provider": "onlineseoaudit",
            "usd": 29
          },
          {
            "provider": "crawlie_cloud",
            "usd": 29
          },
          {
            "provider": "seo_audit",
            "usd": 29
          },
          {
            "provider": "sitepulsar",
            "usd": 29
          },
          {
            "provider": "calmseo",
            "usd": 39
          },
          {
            "provider": "aio_geo",
            "usd": 49
          },
          {
            "provider": "website_auditor",
            "usd": 49
          },
          {
            "provider": "seorce",
            "usd": 49
          },
          {
            "provider": "seosapient",
            "usd": 50
          },
          {
            "provider": "grounded_aeo",
            "usd": 62.42
          },
          {
            "provider": "localo_ai_agentyour_aipowered_",
            "usd": 67.26
          },
          {
            "provider": "vibeseo_mcp",
            "usd": 69
          },
          {
            "provider": "harborrank",
            "usd": 79
          },
          {
            "provider": "aeotool",
            "usd": 90.06
          },
          {
            "provider": "distribb",
            "usd": 97
          },
          {
            "provider": "wellows",
            "usd": 97
          },
          {
            "provider": "inxy_seo_audit",
            "usd": 99
          },
          {
            "provider": "seo_automation_hub",
            "usd": 112.86
          },
          {
            "provider": "surfaceable_mcp_seo",
            "usd": 119
          },
          {
            "provider": "trirank",
            "usd": 149
          },
          {
            "provider": "foliora_search",
            "usd": 149.99
          },
          {
            "provider": "nightowl_seo_agent",
            "usd": 181.26
          }
        ],
        "p25": 36.5,
        "p75": 97.5
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 214,
        "provider_count": 29,
        "plan_observation_count": 41,
        "data_confidence": 1,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 1,
          "provider_count": 29,
          "plan_observation_count": 41
        },
        "reliability": "high",
        "members": [
          {
            "provider": "localo_ai_agentyour_aipowered_",
            "usd": 39.9
          },
          {
            "provider": "surfaceable_mcp_seo",
            "usd": 63
          },
          {
            "provider": "calmseo",
            "usd": 79
          },
          {
            "provider": "sitepulsar",
            "usd": 79
          },
          {
            "provider": "seo_audit",
            "usd": 99
          },
          {
            "provider": "speedvault",
            "usd": 100
          },
          {
            "provider": "seosapient",
            "usd": 100
          },
          {
            "provider": "crawlie",
            "usd": 149
          },
          {
            "provider": "crawlie_cloud",
            "usd": 149
          },
          {
            "provider": "sonar",
            "usd": 149
          },
          {
            "provider": "aio_geo",
            "usd": 199
          },
          {
            "provider": "harborrank",
            "usd": 199
          },
          {
            "provider": "toffu_aeo_geo",
            "usd": 200
          },
          {
            "provider": "seo_automation_hub",
            "usd": 204.06
          },
          {
            "provider": "pseo_engine",
            "usd": 214
          },
          {
            "provider": "seo_ai",
            "usd": 224
          },
          {
            "provider": "aeotool",
            "usd": 226.86
          },
          {
            "provider": "wellows",
            "usd": 373
          },
          {
            "provider": "trirank",
            "usd": 399
          },
          {
            "provider": "writesonic",
            "usd": 399
          },
          {
            "provider": "adaptify_seo",
            "usd": 416
          },
          {
            "provider": "nightowl_seo_agent",
            "usd": 454.86
          },
          {
            "provider": "seoforgpt",
            "usd": 490.2
          },
          {
            "provider": "distribb",
            "usd": 495
          },
          {
            "provider": "inxy_seo_audit",
            "usd": 499
          },
          {
            "provider": "gauge",
            "usd": 599
          },
          {
            "provider": "website_auditor",
            "usd": 700
          },
          {
            "provider": "wordlift_agent",
            "usd": 910.86
          },
          {
            "provider": "site_auditor",
            "usd": 2499
          }
        ],
        "p25": 149,
        "p75": 454.86
      },
      {
        "tier": "enterprise",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 2500,
        "provider_count": 3,
        "plan_observation_count": 4,
        "data_confidence": 0.24,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.2,
          "provider_count": 3,
          "plan_observation_count": 4
        },
        "reliability": "low",
        "members": [
          {
            "provider": "seo_audit",
            "usd": 299
          },
          {
            "provider": "website_auditor",
            "usd": 2500
          },
          {
            "provider": "geekytech_ai",
            "usd": 2680
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 94,
      "listings_with_observed_public_price": 60,
      "normalized_observations": 98,
      "comparable_providers": 42,
      "strict_cohorts": 4,
      "exclusion_reasons": {
        "range": 11,
        "ambiguous_cadence": 20,
        "usage_not_monthly": 45,
        "one_time": 22,
        "free_or_zero": 1,
        "promo": 1,
        "unrankable_or_unparseable": 3
      }
    },
    "pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
    "pricing_excluded_observations": {
      "range": 11,
      "ambiguous_cadence": 20,
      "usage_not_monthly": 45,
      "one_time": 22,
      "free_or_zero": 1,
      "promo": 1,
      "unrankable_or_unparseable": 3
    },
    "billing_mix": {
      "subscription": 26,
      "usage": 6,
      "contact_sales": 1,
      "freemium": 22,
      "free": 5
    },
    "free_tier_share": 0.45,
    "top_providers": [
      {
        "agent_id": "aeo_scanner",
        "name": "AEO Scanner",
        "price": {
          "observed": false,
          "billing": "unknown",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "The homepage advertises a free scan and exposes $49 pricing in structured data, but does not state the paid plan's billing period or features."
        },
        "observed": false
      },
      {
        "agent_id": "aeonos",
        "name": "AEONOS",
        "price": {
          "commercial": {
            "rates": [
              {
                "line": "AEONOS credit",
                "per": "per unit",
                "text": "$0.01 per unit"
              },
              {
                "line": "x402",
                "per": "per unit",
                "text": "$2.5 per unit"
              },
              {
                "line": "ACP",
                "per": "per unit",
                "text": "$0.5 per unit"
              },
              {
                "line": "x402",
                "per": "per unit",
                "text": "$1.5 per unit"
              },
              {
                "line": "x402",
                "per": "per unit",
                "text": "$0.05 per unit"
              }
            ],
            "currency": "USD",
            "lines": [
              {
                "name": "AEONOS Starter",
                "price": "$10",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "AEONOS credit",
                "price": "$0.01",
                "kind": "usage_rate",
                "unit": "unit",
                "billed": "usage"
              },
              {
                "name": "x402",
                "price": "2.50 USDC",
                "kind": "usage_rate",
                "unit": "unit",
                "billed": "usage"
              },
              {
                "name": "ACP",
                "price": "0.50 USDC",
                "kind": "usage_rate",
                "unit": "unit",
                "billed": "usage"
              },
              {
                "name": "x402",
                "price": "1.50 USDC",
                "kind": "usage_rate",
                "unit": "unit",
                "billed": "usage"
              },
              {
                "name": "x402",
                "price": "0.05 USDC",
                "kind": "usage_rate",
                "unit": "unit",
                "billed": "usage"
              }
            ]
          },
          "observed": true,
          "billing": "usage",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "One-time packages from $10; $0.01 per unit; $2.5 per unit (usage-based)",
          "summary": "One-time packages from $10; $0.01 per unit; $2.5 per unit (usage-based). AEONOS publicly shows a one-time $10 pack for 1,000 credits, with credits consumed per tool call, plus additional USDC-denominated metered rates on the homepage."
        },
        "observed": true
      },
      {
        "agent_id": "ai_search_intelligence",
        "name": "Ai Search Intelligence",
        "price": {
          "commercial": {
            "currency": "USD",
            "lines": [
              {
                "name": "AEO Intelligence",
                "price": "$99",
                "kind": "unspecified_period"
              },
              {
                "name": "AEO & SEO & Competitive Intel",
                "price": "$333",
                "kind": "unspecified_period"
              },
              {
                "name": "AEO & SEO & Ads & Competitive Intel",
                "price": "$542",
                "kind": "unspecified_period"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "AEO Intelligence $99 (billing period not stated)",
          "summary": "AEO Intelligence $99 (billing period not stated). Similarweb publicly lists three packages priced at $99, $333, and $542, each offering a free trial, but the supplied content does not specify the billing period."
        },
        "observed": true
      },
      {
        "agent_id": "bear_ai",
        "name": "Bear Ai",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Basic",
              "monthly_native": 100,
              "monthly_usd": 100,
              "commitment": "monthly",
              "basis": "$100/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Basic",
                "price": "$100/m",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Enterprise",
                "price": "Custom",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 100,
          "monthly_usd": 100,
          "headline": "From $100/mo",
          "summary": "From $100/mo. Bear offers a Basic plan at $100/m and an Enterprise plan with custom pricing."
        },
        "observed": true
      },
      {
        "agent_id": "gauge",
        "name": "Gauge",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Growth",
              "monthly_native": 599,
              "monthly_usd": 599,
              "commitment": "monthly",
              "basis": "$599/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Growth",
                "price": "$599/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Enterprise",
                "price": "Custom",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 599,
          "monthly_usd": 599,
          "headline": "From $599/mo",
          "summary": "From $599/mo. Gauge offers a Growth subscription at $599/mo with a 1-week free trial, while Enterprise pricing is custom."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "seo-agent"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "seo-agent",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "aeo_scanner"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "aeo_scanner"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

54 providers, one sortable view

Dense enough for many listings; progressive disclosure keeps mobile usable.

ProviderTypeFromVs niche medianLiveness
Bear AiImproves brand visibility in AI search engines (GEO/AEO): tracks AI mentions, generates AI-optimized blog content, automates PR/outreach, and converts AI-sourc…
agent$100from / mo54.2% above88% liveagent54.2% above median88% live
Gaugemonitors and improves a brand's visibility in AI-generated answers across major LLMs (generative engine optimization / AEO), analyzing citations and gaps and r…
agent$599from / mo823.8% above88% liveagent823.8% above median88% live
Open SeoSEO research and analysis for AI agents including keyword research, SERP analysis, competitor domain analysis, backlink checking, rank tracking, and Google Sea…
mcp$10from / mo84.6% below88% livemcp84.6% below median88% live
pseolintaudits programmatic SEO sites for Google SpamBrain and answer-engine risk by clustering URLs into templates and providing per-template risk scores
mcp$19from / mo70.7% below88% livemcp70.7% below median88% live
Accrue SEOperforms comprehensive SEO audits of websites
mcp$29from / mo55.3% below88% livemcp55.3% below median88% live
multipliers.ai Site Auditoraudits public websites for AI-search readiness and provides scoring with prioritized findings and fixes
mcp$1999from / mo2983% above88% livemcp2983% above median88% live
speedvaultmeasures and fixes web performance and SEO from inside AI coding agents
mcp$20from / mo69.2% below88% livemcp69.2% below median88% live
vibeseo-mcpbrings live SEO work into AI assistants for keyword research, audits, backlinks, Search Console trends, and content workflow actions
mcp$9from / mo86.1% below100% livemcp86.1% below median100% live
Site Audit ProWebsite audit and AI chatbot creation for small businesses
mcp$49from / mo24.4% below100% livemcp24.4% below median100% live
AeotoolAudit any website for AI citability on **67 criteria across 7 AI engines** (ChatGPT, Gemini, Perplexity, Claude, Copilot, Grok, Google AI Overviews). Most too…
mcp$32.46from / mo49.9% below88% livemcp49.9% below median88% live
Aio GeoStructural AI Search Readiness MCP. Audit, dry-run fixes, rescore, doctor. We do not sell LLM rankings. Public audit needs no API key. npx -y @aio-geo/mcp-serv…
mcp$49from / mo24.4% below88% livemcp24.4% below median88% live
AsoatlasApp Store Optimization for iOS apps, inside your AI assistant. - **Keyword research** with Apple-reported search popularity (0-100) and a difficulty score, in…
mcp$9from / mo86.1% below88% livemcp86.1% below median88% live
BisibilityDeveloper-first rank tracking and SEO intelligence for AI agents. Track keyword positions, run rank checks, inspect competitors and backlinks, and manage Bisib…
mcp$3from / mo95.4% below88% livemcp95.4% below median88% live
CalmseoCalmSEO is a hosted MCP server for SEO work. Connect over OAuth and query your Google Search Console properties for clicks, impressions, CTR, position, top que…
mcp$19from / mo70.7% below88% livemcp70.7% below median88% live
Crawlie**Technical SEO + AI-search audits for agents.** Crawl any website and get a structured report your agent can actually work with — broken links, redirect chain…
mcp$29from / mo55.3% below88% livemcp55.3% below median88% live
Foliora SearchFoliora is Managed AI Search. It improves the public sources a company owns so the company can be found on Google and cited by ChatGPT, Gemini, Claude, Grok, a…
mcp$49.99from / mo22.9% below88% livemcp22.9% below median88% live
AI agent for automated broken link buildingAutomates broken link building by identifying broken pages/404 errors on external sites, recommending replacement links, and conducting outreach to secure back…
agent$1324.99from / mo1943.5% above88% liveagent1943.5% above median88% live
GojiAnswers questions about AEO, SEO, web development and branding from the published material of GOJI, a digital agency in Melbourne, Australia. Tools cover a pla…
mcp$2000from / mo2984.5% above88% livemcp2984.5% above median88% live
Grounded AeoMake any website **citable by AI answer engines** — and prove the facts came from the owner, not a scrape. **The main workflow: build, verify, publish** 1. `…
mcp$8from / mo87.7% below88% livemcp87.7% below median88% live
HarborrankLive SEO data for AI agents: keyword metrics, Google SERPs, competitor keywords, backlinks, rank tracker reads, site audits and read-only Google Search Console…
mcp$29from / mo55.3% below88% livemcp55.3% below median88% live
ISInxy Seo AuditFree SEO & AI-search (AEO/GEO/LLMO) audits for any website or Shopify store: 12-signal AI-readiness score, full SEO audit, emailed reports with weekly score tr…
mcp$19from / mo70.7% below100% livemcp70.7% below median100% live
Kashif**Kashif** scores how well a business shows up online — out of 100 — and names the few things hurting it most: whether customers can find it in search, whether…
mcpFreefree to use—100% livemcp100% live
Launch PlanA 325-step SaaS launch plan with prerequisites and 975 places that give a startup a backlink (95 free and dofollow, most with the submission page on record), a…
mcpFreefree to use—88% livemcp88% live
Localo AI Agentprovides local SEO insights, strategies, and content for Google Business Profiles by analyzing business, industry, and competitor data
agent$39.18from / mo39.6% below100% liveagent39.6% below median100% live
Showing only providers with a published price or a free plan. $29 = lowest observed monthly · Free = free to use · Free tier = free plan + paid options.