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Market Intelligence Research

Query this niche via MCPmarket_report({ query: "Market Intelligence Research", response_mode: "summary" })
active marketmarket pulse 60/100commercial money present1 new builders in 30d73 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
$99/mo
$21–$249 middle half · 7 providers · median of every priced plan point, all tiers
MCP servers · median
$114/mo
$49–$499 middle half · 13 providers · median of every priced plan point, all tiers
1.2×

MCPs cost 1.2× agents across all tiers — median $99 vs $114. Two different markets; a blended figure would mislead either buyer.

All plans — Agents vs MCPs

each dot = one provider · log scale
Agents $99
Mockflow Painpoint · $11
Edge Arena · $21
Atypica Ai · $35
osum · $70
agentery · $4
Edge Arena · $99
osum · $200
Atypica Ai · $249
insightagent · $1,749
fodda · $2,500
agentery · $21
osum · $2,000
MCP servers $114
Mcp Market Russia · $0
Snipework App Market Intellige · $15
Trends Mcp · $16
Hookami Anywhere · $29
dchub · $49
Warn Firehose · $49
Mcp Audiense Insights · $3,000
Mcp Market Russia · $0
Sentisense Market Intelligence · $15
Trends Mcp · $39
falcoscan · $49
Snipework App Market Intellige · $49
Dental Market Intelligence · $54
Hookami Anywhere · $79
dchub · $99
Warn Firehose · $199
Mcp Audiense Insights · $950
Space Intelligence · $114
Trends Mcp · $159
Mcp Audiense Insights · $175
falcoscan · $199
Demand Discovery Ai · $499
Dental Market Intelligence · $499
Warn Firehose · $499
Mineral Intel Benchmark · $499
Warn Firehose · $792
dchub · $1,000
Dental Market Intelligence · $1,999
$5
$10
$25
$50
$100
$250
$500
$1,000
$2,500
AgentsMCP serversshaded = middle half · line = median
What the figures on this page are. This page is Agentery's fixed-niche view of Market Intelligence Research (latest observation 2026-10-15T03:43:03.005Z). 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
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                "provider": "dental_market_intelligence",
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                "provider": "edge_arena",
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              {
                "provider": "edge_arena",
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                "provider": "edge_arena",
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                "price": "$99 /MO",
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                "provider": "falcoscan",
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                "monthly_usd": 49
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                "provider": "falcoscan",
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              {
                "provider": "falcoscan",
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                "provider": "fodda",
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                "provider": "hookami_anywhere",
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              {
                "provider": "hookami_anywhere",
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              {
                "provider": "insightagent",
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                "provider": "mcp_audiense_insights",
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              {
                "provider": "mcp_audiense_insights",
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                "price": "$650 /mo",
                "monthly_usd": 650
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              {
                "provider": "mcp_audiense_insights",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
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                "monthly_usd": 1250
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              {
                "provider": "mcp_audiense_insights",
                "tier": "individual",
                "billing": "monthly",
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              {
                "provider": "mcp_audiense_insights",
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              {
                "provider": "mcp_market_russia",
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                "provider": "mcp_market_russia",
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              {
                "provider": "mineral_intel_benchmark",
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                "price": "$499/mo",
                "monthly_usd": 499
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              {
                "provider": "mockflow_painpoint",
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              {
                "provider": "mockflow_painpoint",
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              {
                "provider": "osum",
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                "price": "$39.99/month",
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              {
                "provider": "osum",
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              {
                "provider": "osum",
                "tier": "team_sme",
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                "price": "$199.99/month",
                "monthly_usd": 199.99
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              {
                "provider": "osum",
                "tier": "enterprise",
                "billing": "monthly",
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                "price": "$1,999.99/month",
                "monthly_usd": 1999.99
              },
              {
                "provider": "sentisense_market_intelligence",
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                "billing": "monthly",
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                "price": "$15/month",
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              {
                "provider": "snipework_app_market_intellige",
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              {
                "provider": "snipework_app_market_intellige",
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                "provider": "snipework_app_market_intellige",
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                "provider": "space_intelligence",
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              {
                "provider": "trends_mcp",
                "tier": "individual",
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              {
                "provider": "trends_mcp",
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                "billing": "monthly",
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                "monthly_usd": 39
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              {
                "provider": "trends_mcp",
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                "price": "$159 per month",
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              {
                "provider": "warn_firehose",
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              {
                "provider": "warn_firehose",
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                "monthly_usd": 199
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              {
                "provider": "warn_firehose",
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                "provider": "ideaproof",
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          "normalized_observations": 52,
          "comparable_providers": 21,
          "strict_cohorts": 4,
          "exclusion_reasons": {
            "usage_not_monthly": 19,
            "ambiguous_cadence": 14,
            "one_time": 22,
            "promo": 5,
            "free_or_zero": 2,
            "range": 1,
            "unrankable_or_unparseable": 1
          }
        }
      }
    },
    "quoteOnlyProvidersByTier": {
      "individual": 0,
      "team_sme": 1,
      "pro": 1,
      "enterprise": 7
    },
    "billingMix": {
      "subscription": 10,
      "usage": 7,
      "free": 8,
      "freemium": 14,
      "contact_sales": 3,
      "one-time": 2
    },
    "freeTierShare": 0.5,
    "medianLowestUsd": 49
  },
  "movement": {
    "niche": "market-intelligence-research",
    "sector": "research-knowledge-work",
    "pricedNow": 22,
    "pairs": 17,
    "repriced": [
      {
        "handle": "dchub",
        "from": 10,
        "to": 49,
        "pct": 390
      },
      {
        "handle": "demand_discovery_ai",
        "from": 49,
        "to": 149,
        "pct": 204.1
      },
      {
        "handle": "mockflow_painpoint",
        "from": 8.96,
        "to": 8.94,
        "pct": -0.2
      }
    ],
    "newlyPriced": [
      "mcp_audiense_insights",
      "agentery",
      "cbinsights"
    ],
    "droppedFromPriced": [
      "signal_relay",
      "ideaproof",
      "market_research",
      "falcoscan",
      "flawpulse"
    ],
    "likeForLikePct": 17.2,
    "kind": "mixed",
    "narrative": "Repricing + composition: 3 agents repriced — 2 up, 1 down; 3 newly published pricing; 5 stopped showing a public price."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-09-16",
        "index": 98.527,
        "pairs": 40,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-17",
        "index": 98.527,
        "pairs": 40,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-18",
        "index": 98.527,
        "pairs": 41,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-19",
        "index": 98.527,
        "pairs": 38,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-20",
        "index": 98.527,
        "pairs": 38,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-21",
        "index": 98.527,
        "pairs": 40,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-22",
        "index": 98.527,
        "pairs": 37,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-23",
        "index": 98.527,
        "pairs": 39,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-24",
        "index": 98.527,
        "pairs": 39,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-25",
        "index": 98.527,
        "pairs": 42,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-26",
        "index": 98.527,
        "pairs": 39,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-27",
        "index": 98.527,
        "pairs": 39,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-28",
        "index": 98.527,
        "pairs": 40,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-29",
        "index": 98.527,
        "pairs": 45,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 98.527,
        "pairs": 45,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 98.527,
        "pairs": 45,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 98.527,
        "pairs": 43,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-03",
        "index": 98.527,
        "pairs": 43,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 98.527,
        "pairs": 43,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 98.527,
        "pairs": 42,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 98.527,
        "pairs": 43,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-07",
        "index": 98.527,
        "pairs": 43,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 98.527,
        "pairs": 46,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-09",
        "index": 98.527,
        "pairs": 45,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 98.527,
        "pairs": 48,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 98.527,
        "pairs": 50,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 98.527,
        "pairs": 48,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 98.527,
        "pairs": 52,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 98.527,
        "pairs": 52,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-15",
        "index": 98.527,
        "pairs": 52,
        "dayChangePct": 0
      }
    ],
    "latest": 98.527,
    "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": "anishdasmail_groundtruth",
      "name": "Anishdasmail Groundtruth",
      "url": "https://dasgroupllc.com/apps/ground-truth/",
      "short_summary": "provides live verification tools for AI agents including endpoint checks, pricing analysis, competitor comparison, and claim validation",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Free endpoint checks",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. Ground Truth publicly describes free endpoint checks, while no paid plan prices are shown."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "anlora",
      "name": "Anlora",
      "url": "https://meetanlora.com/",
      "short_summary": "autonomously manages OnlyFans creator-fan conversations, replacing human chatter teams by profiling fans and messaging in the creator's voice",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Trial",
              "price": "$0 for 7 days",
              "kind": "trial"
            },
            {
              "name": "Standard",
              "price": "20% of the payout",
              "kind": "unknown"
            },
            {
              "name": "Volume",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Contact sales (no public price)",
        "summary": "Contact sales (no public price). Anlora offers a 7-day free trial, then charges Standard customers 20% of AI-generated payout sales, while agencies with 10 or more creators receive negotiated volume pricing."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "dchub",
      "name": "DC Hub",
      "url": "https://dchub.cloud",
      "short_summary": "provides live data center infrastructure intelligence including facility data, power grids, fiber routes, and M&A transactions",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Developer",
            "monthly_native": 49,
            "monthly_usd": 49,
            "commitment": "monthly",
            "basis": "$49/month",
            "billing_verified": true
          },
          "currency": "USD",
          "notes": [
            "prepaid credit: $10 once (funding, not a subscription)"
          ],
          "lines": [
            {
              "name": "Free",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Developer",
              "price": "$49",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$99",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "from $12,000/year",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "1,000 Credits",
              "price": "$10 once",
              "kind": "credit_purchase",
              "unit": "credits",
              "billed": "one_off"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 49,
        "monthly_usd": 49,
        "headline": "Free plan; paid from $49/mo",
        "summary": "Free plan; paid from $49/mo. DC Hub offers a permanent free tier, paid Developer and Pro subscriptions starting at $49, annual Enterprise pricing from $12,000, and a $10 one-time credit pack."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "dental_market_intelligence",
      "name": "ProviderSignal: Dental Market Intelligence",
      "url": "https://providersignal.com",
      "short_summary": "provides dental provider intelligence and market change detection",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Rates",
            "monthly_native": 29,
            "monthly_usd": 29,
            "commitment": "monthly",
            "basis": "$29/month",
            "billing_verified": false,
            "billing_note": "the pricing page has a \"Monthly Annual Save up to 28%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          },
          "currency": "USD",
          "notes": [
            "billing period unverified: the pricing page has a \"Monthly Annual Save up to 28%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          ],
          "lines": [
            {
              "name": "Rep",
              "price": "$79/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Team",
              "price": "$499/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "$1,999+/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Rates",
              "price": "$29/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 29,
        "monthly_usd": 29,
        "headline": "From $29/mo (billing period unverified: page has a Monthly/Annual toggle)",
        "summary": "From $29/mo (billing period unverified: page has a Monthly/Annual toggle). ProviderSignal offers monthly plans from $29/mo for fee schedules, $79/mo for individual reps, $499/mo for teams, and $1,999+/mo for enterprise users."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "erik_7clt_local_intel",
      "name": "The Local Intel",
      "url": "https://thelocalintel.com",
      "short_summary": "provides local business intelligence and market data for Florida (sector gaps, permits, income signals) and routes service jobs to businesses via AI agents",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Business Listing",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Agent Queries",
              "price": "pathUSD per query",
              "kind": "unknown"
            },
            {
              "name": "Data Intelligence",
              "price": "Contact us",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free tier; paid: pathUSD per query (as published; no rate could be read)",
        "summary": "Free tier; paid: pathUSD per query (as published; no rate could be read). The service offers free business listings, usage-based agent queries priced in pathUSD, and contact-sales API access for data intelligence."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "fodda",
      "name": "Fodda",
      "url": "https://fodda.ai/",
      "short_summary": "Provides curated expert knowledge graphs and synthetic analyst personas that feed structured, sourced domain context (trends, consumer behavior, industry resea…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Studio Plan",
            "monthly_native": 2500,
            "monthly_usd": 2500,
            "commitment": "monthly",
            "basis": "$2,500/month",
            "billing_verified": true
          },
          "rates": [
            {
              "line": "Pay As You Go",
              "per": "per call",
              "text": "$5 per call"
            },
            {
              "line": "One-Time Card",
              "per": "per one-time",
              "text": "$100 per one-time"
            },
            {
              "line": "Platform Partnership",
              "per": "per call",
              "text": "$0.04 per call"
            },
            {
              "line": "Graph Search & Citation Lookup",
              "per": "per call",
              "text": "$50 per call"
            },
            {
              "line": "Hard Statistics & Narrative Insights",
              "per": "per call",
              "text": "$50 per call"
            },
            {
              "line": "Expert Analyst Consult",
              "per": "per turn",
              "text": "$15 per turn"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Pay As You Go",
              "price": "5¢ /API call",
              "kind": "usage_rate",
              "unit": "call",
              "billed": "usage"
            },
            {
              "name": "One-Time Card",
              "price": "$100 /one-time",
              "kind": "usage_rate",
              "unit": "one-time",
              "billed": "usage"
            },
            {
              "name": "Studio Plan",
              "price": "$2,500 /month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Platform Partnership",
              "price": "From $0.040 / API call",
              "kind": "usage_rate",
              "unit": "call",
              "billed": "usage"
            },
            {
              "name": "Graph Search & Citation Lookup",
              "price": "50¢ / call",
              "kind": "usage_rate",
              "unit": "call",
              "billed": "usage"
            },
            {
              "name": "Hard Statistics & Narrative Insights",
              "price": "50¢ / call",
              "kind": "usage_rate",
              "unit": "call",
              "billed": "usage"
            },
            {
              "name": "Expert Analyst Consult",
              "price": "$15 / turn",
              "kind": "usage_rate",
              "unit": "turn",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": 2500,
        "monthly_usd": 2500,
        "headline": "From $2,500/mo",
        "summary": "From $2,500/mo. Fodda combines per-call and per-turn usage pricing with a $100 one-time prepaid card, a $2,500 monthly Studio plan, and custom enterprise rates."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "greatquestion_mcp_server",
      "name": "Great Question",
      "url": "https://greatquestion.co/features/mcp-integration?utm_source=smithery&utm_medium=mcp-registry&utm_campaign=mcp-launch",
      "short_summary": "UX research platform integration that enables AI assistants to design studies, manage participants, conduct interviews and surveys, and synthesize research ins…",
      "price": {
        "observed": false,
        "billing": "subscription",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "Great Question offers self-serve access at $129 per seat per month, with two months free annually, while Enterprise pricing is custom."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "intelligence_mcp",
      "name": "Agent Payments Intelligence",
      "url": "https://intel.goodmeta.co",
      "short_summary": "scans GitHub, Hacker News, and npm for activity across agent payment protocols and returns scored and classified opportunities",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "scan_opportunities",
              "per": "per unit",
              "text": "$0.01 per unit"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "scan_opportunities",
              "price": "$0.01 USDC",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "get_protocol_info",
              "price": "free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "compare_protocols",
              "price": "free",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$0.01 per unit (usage-based)",
        "summary": "$0.01 per unit (usage-based). The service charges $0.01 USDC per scan opportunity request, while protocol information and comparison tools are free."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "johanvd75_cracks_index",
      "name": "Johanvd75 Cracks Index",
      "url": "https://fynqo.app/cracks-index",
      "short_summary": "provides socioeconomic and financial intelligence through debt signals, wellbeing analytics, budgeting insights, municipality observability and public-sector t…",
      "price": {
        "commercial": {
          "currency": "EUR",
          "notes": [
            "prices in EUR as published; USD figures are conversions at 2026-10-14"
          ],
          "lines": [
            {
              "name": "Offer",
              "price": "0EUR",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Offer",
              "price": "7.99EUR",
              "kind": "unspecified_period"
            },
            {
              "name": "Offer",
              "price": "14.99EUR",
              "kind": "unspecified_period"
            },
            {
              "name": "Offer",
              "price": "24.99EUR",
              "kind": "unspecified_period"
            },
            {
              "name": "Offer",
              "price": "39.99EUR",
              "kind": "unspecified_period"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free; Offer €7.99 (billing period not stated)",
        "summary": "Free; Offer €7.99 (billing period not stated). Structured data lists one zero-price offer and four paid EUR offers, but the public pricing page currently returns a 404 and does not show plan names or billing periods."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "mcp_market_russia",
      "name": "MCP Market Russia",
      "url": "https://mcp-market.ru",
      "short_summary": "provides access to Russian construction market data including company info, projects, prices, ratings, analytics, cost estimation, and lead generation via MCP…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 2,
            "monthly_usd": 0.02,
            "commitment": "monthly",
            "basis": "RUB 2/month",
            "billing_verified": true
          },
          "currency": "RUB",
          "notes": [
            "prices in RUB as published; USD figures are conversions at 2026-10-14"
          ],
          "lines": [
            {
              "name": "Free",
              "price": "0₽",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Starter",
              "price": "2 990₽ в месяц",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "7 990₽ в месяц",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 0.02,
        "monthly_usd": 0.02,
        "headline": "Free plan; paid from RUB 2/mo",
        "summary": "Free plan; paid from RUB 2/mo. MCP Market offers a permanent free tier, monthly Starter and Pro subscriptions priced at 2 990₽ and 7 990₽, plus custom Enterprise pricing."
      },
      "evidence_quality": "high",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "exa_ai",
      "name": "Exa",
      "url": "https://exa.ai/",
      "short_summary": "provides web search, crawling, and research capabilities for AI agents; extracts structured content and enrichments from websites and live data",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "Search",
              "per": "per 1k request",
              "text": "$4 per 1k request"
            },
            {
              "line": "Agent",
              "per": "per run",
              "text": "$0.01–$1 per run"
            },
            {
              "line": "Contents",
              "per": "per 1k page",
              "text": "$1 per 1k page"
            },
            {
              "line": "Deep Search",
              "per": "per 1k request",
              "text": "$12–$15 per 1k request"
            },
            {
              "line": "Monitors",
              "per": "per 1k request",
              "text": "$15 per 1k request"
            },
            {
              "line": "Agent Compute Units",
              "per": "per acu",
              "text": "$0.1 per acu"
            },
            {
              "line": "Search tool calls",
              "per": "per search",
              "text": "$0.01 per search"
            },
            {
              "line": "Email contact enrichment",
              "per": "per email",
              "text": "$0.02 per email"
            },
            {
              "line": "Phone contact enrichment",
              "per": "per phone",
              "text": "$0.07 per phone"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Search",
              "price": "$4 /1k requests",
              "kind": "usage_rate",
              "unit": "1k request",
              "billed": "usage"
            },
            {
              "name": "Agent",
              "price": "$0.012–$1.00 /run",
              "kind": "usage_rate",
              "unit": "run",
              "billed": "usage"
            },
            {
              "name": "Contents",
              "price": "$1 /1k pages",
              "kind": "usage_rate",
              "unit": "1k page",
              "billed": "usage"
            },
            {
              "name": "Deep Search",
              "price": "$12–15 /1k requests",
              "kind": "usage_rate",
              "unit": "1k request",
              "billed": "usage"
            },
            {
              "name": "Monitors",
              "price": "$15 /1k requests",
              "kind": "usage_rate",
              "unit": "1k request",
              "billed": "usage"
            },
            {
              "name": "Agent Compute Units",
              "price": "$0.10 / ACU",
              "kind": "usage_rate",
              "unit": "acu",
              "billed": "usage"
            },
            {
              "name": "Search tool calls",
              "price": "$0.005 / search",
              "kind": "usage_rate",
              "unit": "search",
              "billed": "usage"
            },
            {
              "name": "Email contact enrichment",
              "price": "$0.02 / email",
              "kind": "usage_rate",
              "unit": "email",
              "billed": "usage"
            },
            {
              "name": "Phone contact enrichment",
              "price": "$0.07 / phone number",
              "kind": "usage_rate",
              "unit": "phone",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$4 per 1k request; $0.01–$1 per run (usage-based)",
        "summary": "$4 per 1k request; $0.01–$1 per run (usage-based). Exa publishes usage-based pricing for search, agent runs, content retrieval, deep search, monitors, and related agent components, with no fixed monthly subscription price shown."
      },
      "home_niche": "web-search-api",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "lexisnexis_protg_in_patentsigh",
      "name": "Lexisnexis Protg In Patentsigh",
      "url": "https://lexisnexisip.com/products/protege",
      "short_summary": "performs strategic patent analysis—competitive intelligence, search/landscape, trend detection, and portfolio analysis—turning patent questions into structured…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown for LexisNexis Protégé in PatentSight+; the homepage directs visitors to request a demo."
      },
      "home_niche": "patent-search-analysis",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "mirothinker",
      "name": "Mirothinker",
      "url": "https://miromind.ai/",
      "short_summary": "deep research and prediction for complex tasks across domains (e.g. research, failure analysis, hypothesis generation, contract analysis, risk modeling)",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 19,
            "monthly_usd": 19,
            "commitment": "monthly",
            "basis": "$19/month",
            "billing_verified": false,
            "billing_note": "the pricing page has a \"Monthly Yearly (save 16%)\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          },
          "currency": "USD",
          "notes": [
            "other prices: Starter Boost $4.99 (one-time)",
            "billing period unverified: the pricing page has a \"Monthly Yearly (save 16%)\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          ],
          "lines": [
            {
              "name": "Free",
              "price": "$0/month",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$19/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Starter Boost",
              "price": "$4.99",
              "kind": "one_off",
              "billed": "one_off"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 19,
        "monthly_usd": 19,
        "headline": "Free plan; paid from $19/mo (billing period unverified: page has a Monthly/Annual toggle)",
        "summary": "Free plan; paid from $19/mo (billing period unverified: page has a Monthly/Annual toggle). MiroMind offers a freemium model with a free tier (100 daily credits) and a Pro subscription at $19/month (20,000 monthly credits), plus one-time credit boost packs."
      },
      "home_niche": "deep-research-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "serpapi",
      "name": "SerpApi",
      "url": "https://serpapi.com/",
      "short_summary": "Scrapes Google and other search engines and returns parsed search results as structured JSON via a real-time API",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 25,
            "monthly_usd": 25,
            "commitment": "monthly",
            "basis": "$25/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0/month",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Starter",
              "price": "$25/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Developer",
              "price": "$75/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Production",
              "price": "$150/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Big Data",
              "price": "$275/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "Contact sales for pricing",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 25,
        "monthly_usd": 25,
        "headline": "Free plan; paid from $25/mo",
        "summary": "Free plan; paid from $25/mo. SerpAPI offers a freemium model with a free tier (250 searches/month) and paid plans from $25–$275/month based on search volume and throughput, plus custom enterprise pricing."
      },
      "home_niche": "web-search-api",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "sparkforge",
      "name": "SparkForge",
      "url": "https://smithery.ai/server/henry-ships/sparkforge",
      "short_summary": "Access a versatile collection of tools for media generation, web scraping, and cryptocurrency research. Convert between data formats, summarize long documents,…",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "Generate Image — flux-schnell",
              "per": "per unit",
              "text": "$0.02 per unit"
            },
            {
              "line": "Generate Image — flux-dev",
              "per": "per unit",
              "text": "$0.03 per unit"
            },
            {
              "line": "Generate Image — flux-pro",
              "per": "per unit",
              "text": "$0.05 per unit"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Generate Image — flux-schnell",
              "price": "$0.02",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Generate Image — flux-dev",
              "price": "$0.03",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Generate Image — flux-pro",
              "price": "$0.05",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$0.02 per unit; $0.03 per unit (usage-based)",
        "summary": "$0.02 per unit; $0.03 per unit (usage-based). Image generation is listed at usage rates of $0.02 for flux-schnell, $0.03 for flux-dev, and $0.05 for flux-pro."
      },
      "home_niche": "web-scraping-agent",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/market-intelligence-research",
  "summary": {
    "niche": "market-intelligence-research",
    "sector": "research-knowledge-work",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Pro median $52/mo (10 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "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": 10,
          "reliability": "medium",
          "median": 51.5,
          "p25": 41.5,
          "p75": 94,
          "status": "ok"
        },
        {
          "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": 7,
          "reliability": "medium",
          "median": 29,
          "p25": 15.5,
          "p75": 49,
          "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": 7,
          "reliability": "medium",
          "median": 199,
          "p25": 167,
          "p75": 499,
          "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": 6,
          "reliability": "medium",
          "median": 224.5,
          "p25": 124.25,
          "p75": 1374,
          "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": 4,
          "reliability": "low",
          "median": 27.75,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "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": 4,
          "reliability": "low",
          "median": 895.84,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "agent",
          "provider_type_label": "Agents",
          "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": [
            21,
            1999.99
          ]
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "market-intelligence-research"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/market-intelligence-research",
    "counts": {
      "listings_with_price_capture": 75,
      "listings_with_observed_public_price": 44,
      "providers_with_numeric_monthly_price_latest_scan": 22,
      "like_for_like_comparable_pairs": 17
    },
    "movement": {
      "d": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "w": {
        "published": false,
        "value_pct": null,
        "held_reason": null
      },
      "m": {
        "published": true,
        "value_pct": 1.9,
        "driver": "market_research's \"Multi-report pack: 5 reports\" $95→$199 (+109%)"
      }
    },
    "pricing_version": "cohorts-1",
    "pricing_status": "ok",
    "pricing_by_tier": [
      {
        "tier": "individual",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 39,
        "provider_count": 8,
        "plan_observation_count": 8,
        "data_confidence": 0.61,
        "data_confidence_basis": {
          "provider_component": 0.67,
          "observation_component": 0.4,
          "provider_count": 8,
          "plan_observation_count": 8
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "mcp_market_russia",
            "usd": 0.02
          },
          {
            "provider": "snipework_app_market_intellige",
            "usd": 15
          },
          {
            "provider": "trends_mcp",
            "usd": 16
          },
          {
            "provider": "hookami_anywhere",
            "usd": 29
          },
          {
            "provider": "dchub",
            "usd": 49
          },
          {
            "provider": "warn_firehose",
            "usd": 49
          },
          {
            "provider": "insightagent",
            "usd": 499
          },
          {
            "provider": "mcp_audiense_insights",
            "usd": 3000
          }
        ],
        "p25": 15.75,
        "p75": 161.5
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 49,
        "provider_count": 14,
        "plan_observation_count": 21,
        "data_confidence": 1,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 1,
          "provider_count": 14,
          "plan_observation_count": 21
        },
        "reliability": "high",
        "members": [
          {
            "provider": "mcp_market_russia",
            "usd": 0.08
          },
          {
            "provider": "mockflow_painpoint",
            "usd": 11.4
          },
          {
            "provider": "sentisense_market_intelligence",
            "usd": 15
          },
          {
            "provider": "edge_arena",
            "usd": 20.5
          },
          {
            "provider": "atypica_ai",
            "usd": 35
          },
          {
            "provider": "trends_mcp",
            "usd": 39
          },
          {
            "provider": "snipework_app_market_intellige",
            "usd": 49
          },
          {
            "provider": "falcoscan",
            "usd": 49
          },
          {
            "provider": "dental_market_intelligence",
            "usd": 54
          },
          {
            "provider": "osum",
            "usd": 69.99
          },
          {
            "provider": "hookami_anywhere",
            "usd": 79
          },
          {
            "provider": "dchub",
            "usd": 99
          },
          {
            "provider": "warn_firehose",
            "usd": 199
          },
          {
            "provider": "mcp_audiense_insights",
            "usd": 950
          }
        ],
        "p25": 24.13,
        "p75": 76.75
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 199.99,
        "provider_count": 13,
        "plan_observation_count": 16,
        "data_confidence": 0.96,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 0.8,
          "provider_count": 13,
          "plan_observation_count": 16
        },
        "reliability": "high",
        "members": [
          {
            "provider": "agentery",
            "usd": 4
          },
          {
            "provider": "edge_arena",
            "usd": 99
          },
          {
            "provider": "space_intelligence",
            "usd": 114
          },
          {
            "provider": "trends_mcp",
            "usd": 159
          },
          {
            "provider": "mcp_audiense_insights",
            "usd": 175
          },
          {
            "provider": "falcoscan",
            "usd": 199
          },
          {
            "provider": "osum",
            "usd": 199.99
          },
          {
            "provider": "atypica_ai",
            "usd": 249
          },
          {
            "provider": "demand_discovery_ai",
            "usd": 499
          },
          {
            "provider": "dental_market_intelligence",
            "usd": 499
          },
          {
            "provider": "warn_firehose",
            "usd": 499
          },
          {
            "provider": "insightagent",
            "usd": 1749
          },
          {
            "provider": "fodda",
            "usd": 2500
          }
        ],
        "p25": 159,
        "p75": 499
      },
      {
        "tier": "enterprise",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 895.84,
        "provider_count": 6,
        "plan_observation_count": 6,
        "data_confidence": 0.46,
        "data_confidence_basis": {
          "provider_component": 0.5,
          "observation_component": 0.3,
          "provider_count": 6,
          "plan_observation_count": 6
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "agentery",
            "usd": 21
          },
          {
            "provider": "mineral_intel_benchmark",
            "usd": 499
          },
          {
            "provider": "warn_firehose",
            "usd": 791.67
          },
          {
            "provider": "dchub",
            "usd": 1000
          },
          {
            "provider": "dental_market_intelligence",
            "usd": 1999
          },
          {
            "provider": "osum",
            "usd": 1999.99
          }
        ],
        "p25": 572.17,
        "p75": 1749.25
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 75,
      "listings_with_observed_public_price": 44,
      "normalized_observations": 52,
      "comparable_providers": 21,
      "strict_cohorts": 4,
      "exclusion_reasons": {
        "usage_not_monthly": 19,
        "ambiguous_cadence": 14,
        "one_time": 22,
        "promo": 5,
        "free_or_zero": 2,
        "range": 1,
        "unrankable_or_unparseable": 1
      }
    },
    "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": {
      "usage_not_monthly": 19,
      "ambiguous_cadence": 14,
      "one_time": 22,
      "promo": 5,
      "free_or_zero": 2,
      "range": 1,
      "unrankable_or_unparseable": 1
    },
    "billing_mix": {
      "subscription": 10,
      "usage": 7,
      "free": 8,
      "freemium": 14,
      "contact_sales": 3,
      "one-time": 2
    },
    "free_tier_share": 0.5,
    "top_providers": [
      {
        "agent_id": "anishdasmail_groundtruth",
        "name": "Anishdasmail Groundtruth",
        "price": {
          "commercial": {
            "currency": "USD",
            "lines": [
              {
                "name": "Free endpoint checks",
                "price": "Free",
                "kind": "free",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "Free. Ground Truth publicly describes free endpoint checks, while no paid plan prices are shown."
        },
        "observed": true
      },
      {
        "agent_id": "anlora",
        "name": "Anlora",
        "price": {
          "commercial": {
            "currency": "USD",
            "lines": [
              {
                "name": "Trial",
                "price": "$0 for 7 days",
                "kind": "trial"
              },
              {
                "name": "Standard",
                "price": "20% of the payout",
                "kind": "unknown"
              },
              {
                "name": "Volume",
                "price": "Custom",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "usage",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Contact sales (no public price)",
          "summary": "Contact sales (no public price). Anlora offers a 7-day free trial, then charges Standard customers 20% of AI-generated payout sales, while agencies with 10 or more creators receive negotiated volume pricing."
        },
        "observed": true
      },
      {
        "agent_id": "dchub",
        "name": "DC Hub",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Developer",
              "monthly_native": 49,
              "monthly_usd": 49,
              "commitment": "monthly",
              "basis": "$49/month",
              "billing_verified": true
            },
            "currency": "USD",
            "notes": [
              "prepaid credit: $10 once (funding, not a subscription)"
            ],
            "lines": [
              {
                "name": "Free",
                "price": "Free",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Developer",
                "price": "$49",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "$99",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Enterprise",
                "price": "from $12,000/year",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "1,000 Credits",
                "price": "$10 once",
                "kind": "credit_purchase",
                "unit": "credits",
                "billed": "one_off"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 49,
          "monthly_usd": 49,
          "headline": "Free plan; paid from $49/mo",
          "summary": "Free plan; paid from $49/mo. DC Hub offers a permanent free tier, paid Developer and Pro subscriptions starting at $49, annual Enterprise pricing from $12,000, and a $10 one-time credit pack."
        },
        "observed": true
      },
      {
        "agent_id": "dental_market_intelligence",
        "name": "ProviderSignal: Dental Market Intelligence",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Rates",
              "monthly_native": 29,
              "monthly_usd": 29,
              "commitment": "monthly",
              "basis": "$29/month",
              "billing_verified": false,
              "billing_note": "the pricing page has a \"Monthly Annual Save up to 28%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
            },
            "currency": "USD",
            "notes": [
              "billing period unverified: the pricing page has a \"Monthly Annual Save up to 28%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
            ],
            "lines": [
              {
                "name": "Rep",
                "price": "$79/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Team",
                "price": "$499/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Enterprise",
                "price": "$1,999+/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Rates",
                "price": "$29/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 29,
          "monthly_usd": 29,
          "headline": "From $29/mo (billing period unverified: page has a Monthly/Annual toggle)",
          "summary": "From $29/mo (billing period unverified: page has a Monthly/Annual toggle). ProviderSignal offers monthly plans from $29/mo for fee schedules, $79/mo for individual reps, $499/mo for teams, and $1,999+/mo for enterprise users."
        },
        "observed": true
      },
      {
        "agent_id": "erik_7clt_local_intel",
        "name": "The Local Intel",
        "price": {
          "commercial": {
            "currency": "USD",
            "lines": [
              {
                "name": "Business Listing",
                "price": "Free",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Agent Queries",
                "price": "pathUSD per query",
                "kind": "unknown"
              },
              {
                "name": "Data Intelligence",
                "price": "Contact us",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "usage",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free tier; paid: pathUSD per query (as published; no rate could be read)",
          "summary": "Free tier; paid: pathUSD per query (as published; no rate could be read). The service offers free business listings, usage-based agent queries priced in pathUSD, and contact-sales API access for data intelligence."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "market-intelligence-research"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "market-intelligence-research",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "anishdasmail_groundtruth"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "anishdasmail_groundtruth"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

32 providers, one sortable view

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

ProviderTypeFromVs niche medianLiveness
Anishdasmail Groundtruthprovides live verification tools for AI agents including endpoint checks, pricing analysis, competitor comparison, and claim validation
mcpFreefree to use—88% livemcp88% live
DC Hubprovides live data center infrastructure intelligence including facility data, power grids, fiber routes, and M&A transactions
mcp$49from / moat median88% livemcpat median88% live
ProviderSignal: Dental Market Intelligenceprovides dental provider intelligence and market change detection
mcp$29from / mo40.8% below88% livemcp40.8% below median88% live
FoddaProvides curated expert knowledge graphs and synthetic analyst personas that feed structured, sourced domain context (trends, consumer behavior, industry resea…
mcp$2500from / mo5002% above88% livemcp5002% above median88% live
Johanvd75 Cracks Indexprovides socioeconomic and financial intelligence through debt signals, wellbeing analytics, budgeting insights, municipality observability and public-sector t…
mcpFree tierpaid plans vary—88% livemcp88% live
MCP Market Russiaprovides access to Russian construction market data including company info, projects, prices, ratings, analytics, cost estimation, and lead generation via MCP…
mcp$0.02from / mo100% below100% livemcp100% below median100% live
Mmineral-intel-benchmarkprovides structured mineral intelligence data including USGS commodity benchmarks, field study run logs, assay extraction from documents, and company critical…
mcp$499from / mo918.4% above88% livemcp918.4% above median88% live
Trends MCPprovides real-time trend data from multiple platforms including Google Trends, YouTube, TikTok, Reddit, Amazon, Wikipedia, X (Twitter), LinkedIn, Spotify, GitH…
mcp$16from / mo67.3% below88% livemcp67.3% below median88% live
Voidlyoperates an open marketplace and payment rail where AI agents discover and pay for HTTP services via the x402 protocol
mcpFreefree to use—100% livemcp100% live
WARN Firehoseprovides labor market intelligence and corporate distress signals through unified federal datasets
mcp$49from / moat median100% livemcpat median100% live
x402watchIndexes and classifies x402 ecosystem data — wash-filtered analysis of services, transactions, and buyers; provides category stats, service details, wash analy…
mcpFree tierpaid plans vary—100% livemcp100% live
AtypicaConducts AI-powered consumer research by building AI personas, conducting interviews, and analyzing behavioral patterns to reveal emotional and cognitive facto…
agent$20from / mo59.2% below88% liveagent59.2% below median88% live
AMAUTOMOTO MCP Gatewayprovides AI assistants access to Ukrainian automotive datasets through SQL queries via MCP Gateway
mcpFreefree to use—88% livemcp88% live
DDDemand Discovery AIvalidates startup ideas and discovers market demand
mcp$149from / mo204.1% above88% livemcp204.1% above median88% live
FalcoscanAI market intelligence on 7,000+ AI products across 29 markets: which AI markets still have room to build, who leads them, and which products have shut down. F…
mcp$49from / moat median88% livemcpat median88% live
Market Research AgentPerforms market research analysis including industry analysis, competitor profiling, market sizing (TAM/SAM/SOM), SWOT analysis, trend tracking, and customer p…
agentFreefree to use—88% liveagent88% live
Mcp Audiense InsightsExtract marketing insights and audience analysis from consumer data
mcp$225from / mo359.2% above100% livemcp359.2% above median100% live
Menjometreprovides read-only access to Catalan public spending data and statistical scoring layer
mcpFreefree to use—88% livemcp88% live
Mockflow PainpointLists pain points for a topic and conducts a poll to discover primary customer struggles through market research and customer empathy analysis
mcp$8.95from / mo81.7% below88% livemcp81.7% below median88% live
Sentisense Market IntelligenceBring SentiSense market intelligence into Claude and ChatGPT. Ask about US market mood, a stock's sentiment and SentiSense Score, market-moving news, analyst r…
mcp$15from / mo69.4% below88% livemcp69.4% below median88% live
market-intelligencescans Upwork jobs 24/7, matches jobs to freelancer skills with AI, and generates/sends winning proposals automatically
mcp$15from / mo69.4% below88% livemcp69.4% below median88% live
Space IntelligenceSpace company and market intelligence from SNTL Space. Ask about any space company, market segment or niche — launch, satellites, earth observation, ground seg…
mcp$111.93from / mo128.4% above88% livemcp128.4% above median88% live
Wurzer Meta-Adjacency Framework (WMAF)structured adjacency scoring and ranked expansion pathway analysis for identifying adjacent market opportunities
mcp$7500from / mo15206.1% above100% livemcp15206.1% above median100% live
AgenteryMarket-intelligence platform for the AI-agent economy, providing tracked pricing, niche and sector analysis, liveness signals, and usage data through a web int…
mcp$4from / mo91.8% below88% livemcp91.8% below median88% 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.