Ad Creative Generation

{
  "niche": "ad-creative-generation",
  "parent_sector": "sales-marketing-revops",
  "provider_type_pricing": {
    "slug": "ad-creative-generation",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
      "median": 21,
      "p25": 14.45,
      "p75": 39.5,
      "providers": 19
    },
    "by_provider_type": {
      "agent": {
        "median": 24,
        "p25": 19,
        "p75": 37.25,
        "providers": 14,
        "publishable": true,
        "confidence": "normal"
      },
      "mcp": {
        "median": 19,
        "p25": null,
        "p75": null,
        "providers": 5,
        "publishable": true,
        "confidence": "moderate"
      }
    },
    "recommended_cohort": null,
    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
    "context_note": null
  },
  "crowding_level": "sparse",
  "observed_node_count": 2,
  "adjacent_niches": [
    "ai-marketing-mix-modelling",
    "seo-content-agent",
    "brand-mention-monitoring",
    "competitive-monitoring-scraper",
    "ai-presentation-deck",
    "pr-press-outreach"
  ],
  "market_pulse": {
    "pulse": 49,
    "drivers": [
      "enterprise money present",
      "4 new builders in 30d"
    ],
    "price_move_30d_pct": 1.8,
    "money_share": 0.30434782608695654,
    "entry_rate": 0.09523809523809523,
    "alive_share": 1
  },
  "price_move": {
    "d_pct": 0,
    "w_pct": 0,
    "m_pct": 0,
    "comparable_agents": 20,
    "quarantined_agents": 0,
    "confidence": "high",
    "published": {
      "d": false,
      "w": false,
      "m": false
    },
    "held_reason": {
      "d": null,
      "w": null,
      "m": null
    },
    "driver": {
      "d": null,
      "w": null,
      "m": null
    },
    "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,
        "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,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100
      ],
      "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,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100,
        100
      ],
      "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
      ],
      "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
      ]
    },
    "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": 0,
        "team_sme": 0,
        "enterprise": 0
      }
    },
    "tier_agents": {
      "individual": 14,
      "pro": 13,
      "team_sme": 13,
      "enterprise": 0
    },
    "obs_range": {
      "d": null,
      "w": null,
      "m": null
    },
    "tier_obs_range": {
      "d": {
        "individual": null,
        "pro": null,
        "team_sme": null,
        "enterprise": null
      },
      "w": {
        "individual": null,
        "pro": null,
        "team_sme": null,
        "enterprise": null
      },
      "m": {
        "individual": null,
        "pro": null,
        "team_sme": null,
        "enterprise": null
      }
    }
  },
  "pricing": {
    "sampleSize": 37,
    "observed": 23,
    "byPersona": {
      "free": {
        "n": 13,
        "nPriced": 0,
        "reliability": "none",
        "median": null,
        "p25": null,
        "p75": null,
        "min": null,
        "max": null,
        "mean": null,
        "stdev": null,
        "usageShare": 0
      },
      "individual": {
        "n": 20,
        "nPriced": 18,
        "reliability": "high",
        "median": 19.5,
        "p25": 15.25,
        "p75": 36,
        "min": 5,
        "max": 99,
        "mean": 30.44,
        "stdev": 28.17,
        "usageShare": 0.2
      },
      "pro": {
        "n": 18,
        "nPriced": 16,
        "reliability": "high",
        "median": 49.5,
        "p25": 16.59,
        "p75": 84,
        "min": 0.69,
        "max": 1999,
        "mean": 187.93,
        "stdev": 489.38,
        "usageShare": 0.11
      },
      "team_sme": {
        "n": 18,
        "nPriced": 16,
        "reliability": "high",
        "median": 99.5,
        "p25": 49.75,
        "p75": 149,
        "min": 4,
        "max": 599,
        "mean": 150.56,
        "stdev": 167.53,
        "usageShare": 0.06
      },
      "enterprise": {
        "n": 8,
        "nPriced": 0,
        "reliability": "none",
        "median": null,
        "p25": null,
        "p75": null,
        "min": null,
        "max": null,
        "mean": null,
        "stdev": null,
        "usageShare": 0
      }
    },
    "byPersonaMonthly": {
      "free": {
        "nMonthly": 0,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      },
      "individual": {
        "nMonthly": 14,
        "p25": 19,
        "median": 20.5,
        "p75": 39.75,
        "confidence": "high",
        "usageShare": 0.2,
        "mixedBilling": true,
        "monthlyComparable": true
      },
      "pro": {
        "nMonthly": 15,
        "p25": 24.5,
        "median": 50,
        "p75": 89,
        "confidence": "high",
        "usageShare": 0.11,
        "mixedBilling": true,
        "monthlyComparable": true
      },
      "team_sme": {
        "nMonthly": 15,
        "p25": 54.5,
        "median": 100,
        "p75": 149,
        "confidence": "high",
        "usageShare": 0.06,
        "mixedBilling": true,
        "monthlyComparable": true
      },
      "enterprise": {
        "nMonthly": 0,
        "p25": null,
        "median": null,
        "p75": null,
        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      }
    },
    "byTierCohorts": {
      "status": "ok",
      "cohorts": [
        {
          "tier": "individual",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 21,
          "provider_count": 13,
          "plan_observation_count": 14,
          "data_confidence": 0.94,
          "data_confidence_basis": {
            "provider_component": 1,
            "observation_component": 0.7,
            "provider_count": 13,
            "plan_observation_count": 14
          },
          "reliability": "high",
          "members": [
            {
              "provider": "ugc_maker",
              "usd": 9
            },
            {
              "provider": "genflowai",
              "usd": 14.95
            },
            {
              "provider": "hermoso",
              "usd": 19
            },
            {
              "provider": "tikbreak",
              "usd": 19
            },
            {
              "provider": "shots",
              "usd": 19
            },
            {
              "provider": "iridea",
              "usd": 19
            },
            {
              "provider": "nextify_ai",
              "usd": 21
            },
            {
              "provider": "teno",
              "usd": 27
            },
            {
              "provider": "creatify",
              "usd": 39
            },
            {
              "provider": "agenticads",
              "usd": 40
            },
            {
              "provider": "ugcfy_ai",
              "usd": 59
            },
            {
              "provider": "adsgency_ai",
              "usd": 99
            },
            {
              "provider": "upfixe_ads",
              "usd": 112.86
            }
          ],
          "p25": 19,
          "p75": 40
        },
        {
          "tier": "pro",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 60.5,
          "provider_count": 12,
          "plan_observation_count": 15,
          "data_confidence": 0.95,
          "data_confidence_basis": {
            "provider_component": 1,
            "observation_component": 0.75,
            "provider_count": 12,
            "plan_observation_count": 15
          },
          "reliability": "high",
          "members": [
            {
              "provider": "hero_marketer",
              "usd": 20
            },
            {
              "provider": "optimyzee",
              "usd": 29
            },
            {
              "provider": "adsmaker_ai",
              "usd": 34.25
            },
            {
              "provider": "hermoso",
              "usd": 49
            },
            {
              "provider": "iridea",
              "usd": 49
            },
            {
              "provider": "nextify_ai",
              "usd": 52
            },
            {
              "provider": "ugc_maker",
              "usd": 69
            },
            {
              "provider": "teno",
              "usd": 79
            },
            {
              "provider": "roger_2",
              "usd": 99
            },
            {
              "provider": "genflowai",
              "usd": 125
            },
            {
              "provider": "agenticads",
              "usd": 299
            },
            {
              "provider": "adsgency_ai",
              "usd": 1999
            }
          ],
          "p25": 45.31,
          "p75": 105.5
        },
        {
          "tier": "team_sme",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 99,
          "provider_count": 12,
          "plan_observation_count": 15,
          "data_confidence": 0.95,
          "data_confidence_basis": {
            "provider_component": 1,
            "observation_component": 0.75,
            "provider_count": 12,
            "plan_observation_count": 15
          },
          "reliability": "high",
          "members": [
            {
              "provider": "ugc_maker",
              "usd": 29
            },
            {
              "provider": "automads",
              "usd": 32
            },
            {
              "provider": "shots",
              "usd": 59
            },
            {
              "provider": "hero_marketer",
              "usd": 75
            },
            {
              "provider": "ugcfy_ai",
              "usd": 99
            },
            {
              "provider": "optimyzee",
              "usd": 99
            },
            {
              "provider": "tikbreak",
              "usd": 99
            },
            {
              "provider": "nextify_ai",
              "usd": 114
            },
            {
              "provider": "iridea",
              "usd": 129
            },
            {
              "provider": "hermoso",
              "usd": 149
            },
            {
              "provider": "upfixe_ads",
              "usd": 483.36
            },
            {
              "provider": "adsgency_ai",
              "usd": 499
            }
          ],
          "p25": 71,
          "p75": 134
        }
      ],
      "rejected": {
        "usage_not_monthly": 6,
        "ambiguous_cadence": 8,
        "one_time": 6
      },
      "evidence": {
        "status": "ok",
        "single_observations": [],
        "observed_offers": [
          {
            "billing": "monthly",
            "unit": "flat",
            "count": 44,
            "offers": [
              {
                "provider": "adsgency_ai",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99 /month",
                "monthly_usd": 99
              },
              {
                "provider": "adsgency_ai",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$499 /month",
                "monthly_usd": 499
              },
              {
                "provider": "adsgency_ai",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$1999 /month",
                "monthly_usd": 1999
              },
              {
                "provider": "adsmaker_ai",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$8.33/month or $100/year",
                "monthly_usd": 8.33
              },
              {
                "provider": "adsmaker_ai",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$34.25/month or $411/year",
                "monthly_usd": 34.25
              },
              {
                "provider": "adsmaker_ai",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$76.25/month or $915/year",
                "monthly_usd": 76.25
              },
              {
                "provider": "agenticads",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$40/mo",
                "monthly_usd": 40
              },
              {
                "provider": "agenticads",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$299/mo",
                "monthly_usd": 299
              },
              {
                "provider": "automads",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$32/mo",
                "monthly_usd": 32
              },
              {
                "provider": "creatify",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$39 / month",
                "monthly_usd": 39
              },
              {
                "provider": "genflowai",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$9.90 /mo",
                "monthly_usd": 9.9
              },
              {
                "provider": "genflowai",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$20.00/mo",
                "monthly_usd": 20
              },
              {
                "provider": "genflowai",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$50.00/mo",
                "monthly_usd": 50
              },
              {
                "provider": "genflowai",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$200.00/mo",
                "monthly_usd": 200
              },
              {
                "provider": "hermoso",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19 / month",
                "monthly_usd": 19
              },
              {
                "provider": "hermoso",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49 / month",
                "monthly_usd": 49
              },
              {
                "provider": "hermoso",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$149 / month",
                "monthly_usd": 149
              },
              {
                "provider": "hero_marketer",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$20/month",
                "monthly_usd": 20
              },
              {
                "provider": "hero_marketer",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$50/month",
                "monthly_usd": 50
              },
              {
                "provider": "hero_marketer",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$100/month",
                "monthly_usd": 100
              },
              {
                "provider": "iridea",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19 / month",
                "monthly_usd": 19
              },
              {
                "provider": "iridea",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49 / month",
                "monthly_usd": 49
              },
              {
                "provider": "iridea",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$129 / month",
                "monthly_usd": 129
              },
              {
                "provider": "nextify_ai",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$21 USD/month",
                "monthly_usd": 21
              },
              {
                "provider": "nextify_ai",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$52 USD/month",
                "monthly_usd": 52
              },
              {
                "provider": "nextify_ai",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$114 USD/month",
                "monthly_usd": 114
              },
              {
                "provider": "optimyzee",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29/month",
                "monthly_usd": 29
              },
              {
                "provider": "optimyzee",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99/month",
                "monthly_usd": 99
              },
              {
                "provider": "roger_2",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99 /mo",
                "monthly_usd": 99
              },
              {
                "provider": "shots",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19/mo",
                "monthly_usd": 19
              },
              {
                "provider": "shots",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$59/mo",
                "monthly_usd": 59
              },
              {
                "provider": "teno",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$27 /month",
                "monthly_usd": 27
              },
              {
                "provider": "teno",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$79 /month",
                "monthly_usd": 79
              },
              {
                "provider": "tikbreak",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$19 /mo",
                "monthly_usd": 19
              },
              {
                "provider": "tikbreak",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$49 /mo",
                "monthly_usd": 49
              },
              {
                "provider": "tikbreak",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$149 /mo",
                "monthly_usd": 149
              },
              {
                "provider": "ugc_maker",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$9/mo",
                "monthly_usd": 9
              },
              {
                "provider": "ugc_maker",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$29",
                "monthly_usd": 29
              },
              {
                "provider": "ugc_maker",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$69",
                "monthly_usd": 69
              },
              {
                "provider": "ugcfy_ai",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$59/mo",
                "monthly_usd": 59
              },
              {
                "provider": "ugcfy_ai",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$99/mo",
                "monthly_usd": 99
              },
              {
                "provider": "upfixe_ads",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "€99/mo",
                "monthly_usd": 112.86
              },
              {
                "provider": "upfixe_ads",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "€249/mo",
                "monthly_usd": 283.86
              },
              {
                "provider": "upfixe_ads",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "€599/mo",
                "monthly_usd": 682.86
              }
            ]
          },
          {
            "billing": "one_time",
            "unit": "flat",
            "count": 6,
            "offers": [
              {
                "provider": "nextify_ai",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$50",
                "monthly_usd": null
              },
              {
                "provider": "profit_router",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$9",
                "monthly_usd": null
              },
              {
                "provider": "profit_router",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$20",
                "monthly_usd": null
              },
              {
                "provider": "shots",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$7",
                "monthly_usd": null
              },
              {
                "provider": "shots",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$20",
                "monthly_usd": null
              },
              {
                "provider": "shots",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$50",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "flat",
            "count": 6,
            "offers": [
              {
                "provider": "adsgency_ai",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$5 / campaign",
                "monthly_usd": null
              },
              {
                "provider": "adsgency_ai",
                "tier": "team_sme",
                "billing": "usage",
                "unit": "flat",
                "price": "$4 / campaign",
                "monthly_usd": null
              },
              {
                "provider": "adsgency_ai",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "$3 / campaign",
                "monthly_usd": null
              },
              {
                "provider": "beauty_ad_network",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$8 CPM; $0.40 CPE; $1.20 CPR; 8% CPA",
                "monthly_usd": null
              },
              {
                "provider": "beauty_ad_network",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$14 CPM; $0.70 CPE; $2.10 CPR; 10% CPA",
                "monthly_usd": null
              },
              {
                "provider": "beauty_ad_network",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$22 CPM; $1.10 CPE; $3.30 CPR; 12% CPA",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 8,
            "offers": [
              {
                "provider": "adsgency_ai",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "agenticads",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "automads",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "contact_sales",
                "monthly_usd": null
              },
              {
                "provider": "automads",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "contact_sales",
                "monthly_usd": null
              },
              {
                "provider": "creatify",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact sales",
                "monthly_usd": null
              },
              {
                "provider": "roger_2",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom plan & pricing",
                "monthly_usd": null
              },
              {
                "provider": "teno",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "upfixe_ads",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact Sales",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 20,
          "normalized_observations": 44,
          "comparable_providers": 18,
          "strict_cohorts": 3,
          "exclusion_reasons": {
            "usage_not_monthly": 6,
            "ambiguous_cadence": 8,
            "one_time": 6
          }
        }
      }
    },
    "billingMix": {
      "usage": 2,
      "subscription": 7,
      "freemium": 11,
      "free": 2,
      "one-time": 1
    },
    "freeTierShare": 0.57,
    "medianLowestUsd": 21
  },
  "movement": {
    "niche": "ad-creative-generation",
    "sector": "sales-marketing-revops",
    "pricedNow": 19,
    "pairs": 19,
    "repriced": [
      {
        "handle": "nextify_ai",
        "from": 23.42,
        "to": 21,
        "pct": -10.3
      },
      {
        "handle": "upfixe_ads",
        "from": 114.38,
        "to": 114.56,
        "pct": 0.2
      }
    ],
    "newlyPriced": [],
    "droppedFromPriced": [],
    "likeForLikePct": -0.6,
    "kind": "repricing",
    "narrative": "Genuine repricing: 2 agents repriced — 1 up, 1 down."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-07-19",
        "index": 100,
        "pairs": 34,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-20",
        "index": 100,
        "pairs": 34,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-21",
        "index": 100,
        "pairs": 37,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-22",
        "index": 100,
        "pairs": 37,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-23",
        "index": 100,
        "pairs": 37,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-24",
        "index": 100,
        "pairs": 37,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-25",
        "index": 100,
        "pairs": 37,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-26",
        "index": 100,
        "pairs": 37,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-27",
        "index": 100,
        "pairs": 37,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-28",
        "index": 100,
        "pairs": 37,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-29",
        "index": 100,
        "pairs": 37,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-30",
        "index": 100,
        "pairs": 35,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-31",
        "index": 100,
        "pairs": 35,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-01",
        "index": 100,
        "pairs": 37,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-02",
        "index": 100,
        "pairs": 39,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 100,
        "pairs": 43,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
        "index": 100,
        "pairs": 41,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-05",
        "index": 100,
        "pairs": 41,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-06",
        "index": 100,
        "pairs": 41,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-07",
        "index": 100,
        "pairs": 40,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-08",
        "index": 100,
        "pairs": 40,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-09",
        "index": 100,
        "pairs": 40,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-10",
        "index": 100,
        "pairs": 40,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-11",
        "index": 100,
        "pairs": 37,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-12",
        "index": 100,
        "pairs": 34,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-13",
        "index": 100,
        "pairs": 34,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-14",
        "index": 100,
        "pairs": 37,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-15",
        "index": 100,
        "pairs": 40,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-16",
        "index": 100,
        "pairs": 40,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-17",
        "index": 100,
        "pairs": 40,
        "dayChangePct": 0
      }
    ],
    "latest": 100,
    "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": "beauty_ad_network",
      "name": "beauty-ad-network",
      "url": "https://adoraads.ai",
      "short_summary": "serves sponsored product ads inside AI conversations through real-time bidding auctions for beauty brands",
      "price": {
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Paid (price not published)",
        "summary": "Adora Ads publishes usage-based founding rates by tier, charging for impressions, engagements, recommendations, and attributed purchases rather than a fixed monthly subscription."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "picoads",
      "name": "picoads",
      "url": "https://picoads.xyz",
      "short_summary": "monetizes links that AI agents recommend by converting them to affiliate links with commission tracking",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public subscription or usage pricing is shown; the service describes earning commissions through monetized links."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "upfixe_ads",
      "name": "Upfixe Ads",
      "url": "https://upfixe.com/mcp",
      "short_summary": "Creates and manages Google Ads campaigns from natural language chat instructions",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 114.56,
        "monthly_usd": 132.57,
        "headline": "From $114.56/mo",
        "summary": "From $114.56/mo. Upfixe offers Solo, Agency and Studio subscriptions at €99, €249 and €599 per month respectively, with lower effective rates when billed annually, plus custom Enterprise pricing."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "agenticads",
      "name": "Agenticads",
      "url": "https://www.usenotch.ai/",
      "short_summary": "> Notch turns a direction into a finished video ad.\n> \n> \n> Give it a product URL or a one-line brief. It reads your stored brand context — voice, palette, app…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 40,
        "monthly_usd": 40,
        "headline": "Free tier, then from $40/mo",
        "summary": "Free tier, then from $40/mo. Notch offers a free plan, Basic at $40/month or $28/month billed annually, Pro at $299/month or $209/month billed annually, and custom Enterprise pricing."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "amazon_creative_agent",
      "name": "Amazon Creative Agent",
      "url": "https://advertising.amazon.com/resources/whats-new/unboxed-2025-creative-agent",
      "short_summary": "creates and develops advertising creative assets (display, video, audio, streaming TV ads) with conversational guidance",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Amazon Ads states that Creative Agent is available at no cost, with no recurring monthly price publicly listed."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "copilot_microsoft_ads",
      "name": "Copilot Microsoft Ads",
      "url": "https://about.ads.microsoft.com/en/tools/productivity/copilot-in-microsoft-advertising",
      "short_summary": "Acts as an AI advertising assistant that guides campaign creation, generates creative assets, diagnoses campaign setup, and provides performance insights withi…",
      "price": {
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Paid (price not published)",
        "summary": "Microsoft Advertising describes usage-based CPC, CPM, and CPA pricing with advertiser-defined budgets and bid limits, but publishes no numeric rates."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "genflowai",
      "name": "Genflowai",
      "url": "https://www.genflowai.io",
      "short_summary": "GenflowAI runs reusable AI creative workflows for ecommerce teams, creators, and marketing teams. Discover templates, inspect required inputs, upload images or…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 9.9,
        "monthly_usd": 9.9,
        "headline": "From $9.9/mo",
        "summary": "From $9.9/mo. GenFlow AI offers four monthly subscription plans from $9.90 per month, with lower per-month rates shown for annual billing on Basic, Advanced, and Professional."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "hermoso",
      "name": "Hermoso",
      "url": "https://hermoso.ai/mcp/",
      "short_summary": "Generate finished video, image, and UGC avatar ads for any brand (script, voiceover, music, brand end card) and research competitor ads across the Meta, Google…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 19,
        "monthly_usd": 19,
        "headline": "Free tier, then from $19/mo",
        "summary": "Free tier, then from $19/mo. Hermoso offers a free starter tier with 250+ credits, followed by monthly plans at $19, $49, and $149."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "shots",
      "name": "Shots",
      "url": "https://shots.run",
      "short_summary": "Hosted MCP server for generating App Store screenshots, app icons, ASO listing copy, and localization for mobile apps. Works with Codex, Claude Code, Cursor, G…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 7,
        "monthly_usd": 7,
        "headline": "From $7/mo",
        "summary": "From $7/mo. Shots offers Starter and Growth credit-based subscriptions from $19/month, plus one-time credit top-ups from $7."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "vidau",
      "name": "Vidau",
      "url": "https://www.vidau.ai/",
      "short_summary": "creates high-converting video ads from text, image, URL, or viral video; remakes/remixes videos and runs A/B tests on ad creative",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "The homepage contains a structured $0 offer, but does not provide clear plan names or billing periods."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "akool",
      "name": "Akool",
      "url": "https://akool.com/",
      "short_summary": "AI video suite for marketing and advertising with avatars, face swap, video translation, and image generation. Offers API integrations and enterprise-grade too…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free tier + paid plans (price not published)",
        "summary": "Akool publicly lists $0 per-seat monthly pricing for Starter, Pro, Pro Max, and Business, while Enterprise pricing requires contacting sales."
      },
      "home_niche": "ai-video-generation",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "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": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 29,
        "monthly_usd": 29,
        "headline": "Free tier, then from $29/mo",
        "summary": "Free tier, then from $29/mo. Fetra AI offers a permanent free plan, three paid subscription tiers from $29/month month-to-month or $15/month billed yearly, plus separately priced social account add-ons."
      },
      "home_niche": "content-operations",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "palmier",
      "name": "Palmier",
      "url": "https://palmier.io/",
      "short_summary": "generates and edits AI videos within a professional video editor timeline",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 29,
        "monthly_usd": 29,
        "headline": "Free tier, then from $29/mo",
        "summary": "Free tier, then from $29/mo. Palmier offers a free editor, limited-time Pro and Max monthly plans at $29/mo and $69/mo, and custom Enterprise pricing."
      },
      "home_niche": "ai-video-generation",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "unboundcontent",
      "name": "Unboundcontent",
      "url": "https://unboundcontent.ai/",
      "short_summary": "AI-powered creative platform offering specialized AI assistants for different roles (trainer, designer, business consultant, marketer, travel agent) plus conte…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 35,
        "monthly_usd": 35,
        "headline": "Free tier, then from $35/mo",
        "summary": "Free tier, then from $35/mo. Freemium AI content creation platform with a free tier (100 credits/month) and Business plan at $35/month (unlimited credits); Enterprise available on contact."
      },
      "home_niche": "ai-assistant-suite",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "zocket",
      "name": "Zocket",
      "url": "https://zocket.ai/",
      "short_summary": "AI-native marketing operating system for enterprise brands that unifies brand intelligence, creative production, consumer research, and paid media management.…",
      "price": {
        "observed": true,
        "billing": "contact_sales",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Contact sales (no public price)",
        "summary": "Zocket offers customized enterprise pricing based on brand portfolio, markets, team size, and required modules."
      },
      "home_niche": "ai-marketing-mix-modelling",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/ad-creative-generation",
  "summary": {
    "niche": "ad-creative-generation",
    "sector": "sales-marketing-revops",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: Agents · Pro median $52/mo (9 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "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": 9,
          "reliability": "medium",
          "median": 52,
          "p25": 34.25,
          "p75": 79,
          "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": 9,
          "reliability": "medium",
          "median": 99,
          "p25": 75,
          "p75": 114,
          "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": 8,
          "reliability": "medium",
          "median": 24,
          "p25": 19,
          "p75": 44,
          "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": 5,
          "reliability": "medium",
          "median": 19,
          "p25": 19,
          "p75": 40,
          "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": 3,
          "reliability": "low",
          "median": 125,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "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": 3,
          "reliability": "low",
          "median": 149,
          "p25": null,
          "p75": null,
          "status": "median_only"
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ad-creative-generation"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/ad-creative-generation",
    "counts": {
      "listings_with_price_capture": 37,
      "listings_with_observed_public_price": 23,
      "providers_with_numeric_monthly_price_latest_scan": 19,
      "like_for_like_comparable_pairs": 19
    },
    "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": 21,
        "provider_count": 13,
        "plan_observation_count": 14,
        "data_confidence": 0.94,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 0.7,
          "provider_count": 13,
          "plan_observation_count": 14
        },
        "reliability": "high",
        "members": [
          {
            "provider": "ugc_maker",
            "usd": 9
          },
          {
            "provider": "genflowai",
            "usd": 14.95
          },
          {
            "provider": "hermoso",
            "usd": 19
          },
          {
            "provider": "tikbreak",
            "usd": 19
          },
          {
            "provider": "shots",
            "usd": 19
          },
          {
            "provider": "iridea",
            "usd": 19
          },
          {
            "provider": "nextify_ai",
            "usd": 21
          },
          {
            "provider": "teno",
            "usd": 27
          },
          {
            "provider": "creatify",
            "usd": 39
          },
          {
            "provider": "agenticads",
            "usd": 40
          },
          {
            "provider": "ugcfy_ai",
            "usd": 59
          },
          {
            "provider": "adsgency_ai",
            "usd": 99
          },
          {
            "provider": "upfixe_ads",
            "usd": 112.86
          }
        ],
        "p25": 19,
        "p75": 40
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 60.5,
        "provider_count": 12,
        "plan_observation_count": 15,
        "data_confidence": 0.95,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 0.75,
          "provider_count": 12,
          "plan_observation_count": 15
        },
        "reliability": "high",
        "members": [
          {
            "provider": "hero_marketer",
            "usd": 20
          },
          {
            "provider": "optimyzee",
            "usd": 29
          },
          {
            "provider": "adsmaker_ai",
            "usd": 34.25
          },
          {
            "provider": "hermoso",
            "usd": 49
          },
          {
            "provider": "iridea",
            "usd": 49
          },
          {
            "provider": "nextify_ai",
            "usd": 52
          },
          {
            "provider": "ugc_maker",
            "usd": 69
          },
          {
            "provider": "teno",
            "usd": 79
          },
          {
            "provider": "roger_2",
            "usd": 99
          },
          {
            "provider": "genflowai",
            "usd": 125
          },
          {
            "provider": "agenticads",
            "usd": 299
          },
          {
            "provider": "adsgency_ai",
            "usd": 1999
          }
        ],
        "p25": 45.31,
        "p75": 105.5
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 99,
        "provider_count": 12,
        "plan_observation_count": 15,
        "data_confidence": 0.95,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 0.75,
          "provider_count": 12,
          "plan_observation_count": 15
        },
        "reliability": "high",
        "members": [
          {
            "provider": "ugc_maker",
            "usd": 29
          },
          {
            "provider": "automads",
            "usd": 32
          },
          {
            "provider": "shots",
            "usd": 59
          },
          {
            "provider": "hero_marketer",
            "usd": 75
          },
          {
            "provider": "ugcfy_ai",
            "usd": 99
          },
          {
            "provider": "optimyzee",
            "usd": 99
          },
          {
            "provider": "tikbreak",
            "usd": 99
          },
          {
            "provider": "nextify_ai",
            "usd": 114
          },
          {
            "provider": "iridea",
            "usd": 129
          },
          {
            "provider": "hermoso",
            "usd": 149
          },
          {
            "provider": "upfixe_ads",
            "usd": 483.36
          },
          {
            "provider": "adsgency_ai",
            "usd": 499
          }
        ],
        "p25": 71,
        "p75": 134
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 37,
      "listings_with_observed_public_price": 23,
      "normalized_observations": 44,
      "comparable_providers": 18,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "usage_not_monthly": 6,
        "ambiguous_cadence": 8,
        "one_time": 6
      }
    },
    "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": 6,
      "ambiguous_cadence": 8,
      "one_time": 6
    },
    "billing_mix": {
      "usage": 2,
      "subscription": 7,
      "freemium": 11,
      "free": 2,
      "one-time": 1
    },
    "free_tier_share": 0.57,
    "top_providers": [
      {
        "agent_id": "beauty_ad_network",
        "name": "beauty-ad-network",
        "price": {
          "observed": true,
          "billing": "usage",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Paid (price not published)",
          "summary": "Adora Ads publishes usage-based founding rates by tier, charging for impressions, engagements, recommendations, and attributed purchases rather than a fixed monthly subscription."
        },
        "observed": true
      },
      {
        "agent_id": "picoads",
        "name": "picoads",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "No public subscription or usage pricing is shown; the service describes earning commissions through monetized links."
        },
        "observed": false
      },
      {
        "agent_id": "upfixe_ads",
        "name": "Upfixe Ads",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 114.56,
          "monthly_usd": 132.57,
          "headline": "From $114.56/mo",
          "summary": "From $114.56/mo. Upfixe offers Solo, Agency and Studio subscriptions at €99, €249 and €599 per month respectively, with lower effective rates when billed annually, plus custom Enterprise pricing."
        },
        "observed": true
      },
      {
        "agent_id": "agenticads",
        "name": "Agenticads",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 40,
          "monthly_usd": 40,
          "headline": "Free tier, then from $40/mo",
          "summary": "Free tier, then from $40/mo. Notch offers a free plan, Basic at $40/month or $28/month billed annually, Pro at $299/month or $209/month billed annually, and custom Enterprise pricing."
        },
        "observed": true
      },
      {
        "agent_id": "amazon_creative_agent",
        "name": "Amazon Creative Agent",
        "price": {
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "Amazon Ads states that Creative Agent is available at no cost, with no recurring monthly price publicly listed."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ad-creative-generation"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "ad-creative-generation",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "beauty_ad_network"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "beauty_ad_network"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}