Ad Creative Generation

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    "provider_type_methodology_published_at": "2026-07-31",
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    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
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      "1 new builder in 30d"
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                "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
              },
              {
                "provider": "vidau",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$14.90 per month",
                "monthly_usd": 14.9
              },
              {
                "provider": "vidau",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$39.60 per month",
                "monthly_usd": 39.6
              },
              {
                "provider": "vidau",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$98 per month",
                "monthly_usd": 98
              }
            ]
          },
          {
            "billing": "one_time",
            "unit": "flat",
            "count": 6,
            "offers": [
              {
                "provider": "nextify_ai",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$50",
                "monthly_usd": null
              },
              {
                "provider": "screenies",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$9",
                "monthly_usd": null
              },
              {
                "provider": "screenies",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$39",
                "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": 3,
            "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
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 9,
            "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": "beauty_ad_network",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "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": 21,
          "normalized_observations": 50,
          "comparable_providers": 21,
          "strict_cohorts": 3,
          "exclusion_reasons": {
            "one_time": 6,
            "ambiguous_cadence": 9,
            "promo": 1,
            "usage_not_monthly": 3
          }
        }
      }
    },
    "billingMix": {
      "free": 1,
      "freemium": 12,
      "subscription": 9,
      "usage": 1
    },
    "freeTierShare": 0.57,
    "medianLowestUsd": 21
  },
  "movement": {
    "niche": "ad-creative-generation",
    "sector": "sales-marketing-revops",
    "pricedNow": 21,
    "pairs": 19,
    "repriced": [
      {
        "handle": "upfixe_ads",
        "from": 115.49,
        "to": 114.93,
        "pct": -0.5
      }
    ],
    "newlyPriced": [
      "vidau",
      "screenies"
    ],
    "droppedFromPriced": [
      "profit_router"
    ],
    "likeForLikePct": 0,
    "kind": "mixed",
    "narrative": "Repricing + composition: 1 agent repriced — all down (avg 0%); 2 newly published pricing; 1 stopped showing a public price."
  },
  "index_series": {
    "series": [
      {
        "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
      },
      {
        "day": "2026-08-18",
        "index": 100,
        "pairs": 40,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-19",
        "index": 100,
        "pairs": 40,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-20",
        "index": 100,
        "pairs": 40,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-21",
        "index": 100,
        "pairs": 40,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-22",
        "index": 100,
        "pairs": 40,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-23",
        "index": 100,
        "pairs": 40,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-24",
        "index": 100,
        "pairs": 40,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-25",
        "index": 100,
        "pairs": 42,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-26",
        "index": 100,
        "pairs": 42,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-27",
        "index": 100,
        "pairs": 38,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-28",
        "index": 100,
        "pairs": 36,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-29",
        "index": 100,
        "pairs": 39,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-30",
        "index": 100,
        "pairs": 41,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-31",
        "index": 100,
        "pairs": 41,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-01",
        "index": 100,
        "pairs": 41,
        "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": "subscription",
        "lowest_monthly_usd": 499,
        "monthly_usd": 499,
        "headline": "From $499/mo",
        "summary": "From $499/mo. Public plans start at $499/mo plus a 15% ad-spend revenue share, with Growth at $1,999/mo plus 12% and Enterprise priced custom."
      },
      "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 price found on the vendor site."
      },
      "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": 114.93,
        "monthly_usd": 133.42,
        "headline": "From $114.93/mo",
        "summary": "From $114.93/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": "screenies",
      "name": "Screenies",
      "url": "https://screenies.app/mcp-server",
      "short_summary": "Generate designed, localized App Store screenshot sets from your raw app captures. Your agent runs the whole workflow: create an app, upload source screenshots…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 9,
        "monthly_usd": 9,
        "headline": "From $9/mo",
        "summary": "From $9/mo. Screenies offers a $29 monthly subscription with 15 credits or one-time credit packs priced from $9 to $39."
      },
      "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
    }
  ],
  "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": 30,
        "monthly_usd": 30,
        "headline": "Free tier, then from $30/mo",
        "summary": "Free tier, then from $30/mo. Akool publicly lists multiple $0 per-seat monthly tiers, pay-as-you-go credit purchasing, and customized yearly Enterprise plans, while a separate $30/mo price is visible without a clearly associated plan."
      },
      "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": 15,
        "monthly_usd": 15,
        "headline": "Free tier, then from $15/mo",
        "summary": "Free tier, then from $15/mo. Fetra offers a limited free plan plus Basic, Standard, and Pro subscriptions starting at $15/month month-to-month or $10/month billed annually, with one-time credit packs also available."
      },
      "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 · Team / SME median $99/mo (10 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "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": 10,
          "reliability": "medium",
          "median": 99,
          "p25": 80.75,
          "p75": 110.25,
          "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": 9,
          "reliability": "medium",
          "median": 27,
          "p25": 19,
          "p75": 39,
          "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": 9,
          "reliability": "medium",
          "median": 52,
          "p25": 34.25,
          "p75": 79,
          "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": 6,
          "reliability": "medium",
          "median": 29.5,
          "p25": 19,
          "p75": 94.65,
          "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": 4,
          "reliability": "low",
          "median": 87,
          "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": 4,
          "reliability": "low",
          "median": 316.18,
          "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": 38,
      "listings_with_observed_public_price": 23,
      "providers_with_numeric_monthly_price_latest_scan": 21,
      "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": 27,
        "provider_count": 15,
        "plan_observation_count": 17,
        "data_confidence": 0.97,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 0.85,
          "provider_count": 15,
          "plan_observation_count": 17
        },
        "reliability": "high",
        "members": [
          {
            "provider": "ugc_maker",
            "usd": 9
          },
          {
            "provider": "genflowai",
            "usd": 14.95
          },
          {
            "provider": "iridea",
            "usd": 19
          },
          {
            "provider": "hermoso",
            "usd": 19
          },
          {
            "provider": "shots",
            "usd": 19
          },
          {
            "provider": "tikbreak",
            "usd": 19
          },
          {
            "provider": "nextify_ai",
            "usd": 21
          },
          {
            "provider": "teno",
            "usd": 27
          },
          {
            "provider": "vidau",
            "usd": 27.25
          },
          {
            "provider": "creatify",
            "usd": 39
          },
          {
            "provider": "agenticads",
            "usd": 40
          },
          {
            "provider": "ugcfy_ai",
            "usd": 59
          },
          {
            "provider": "adsgency_ai",
            "usd": 99
          },
          {
            "provider": "upfixe_ads",
            "usd": 112.86
          },
          {
            "provider": "beauty_ad_network",
            "usd": 499
          }
        ],
        "p25": 19,
        "p75": 49.5
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 52,
        "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": "hero_marketer",
            "usd": 20
          },
          {
            "provider": "screenies",
            "usd": 29
          },
          {
            "provider": "optimyzee",
            "usd": 29
          },
          {
            "provider": "adsmaker_ai",
            "usd": 34.25
          },
          {
            "provider": "iridea",
            "usd": 49
          },
          {
            "provider": "hermoso",
            "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": 34.25,
        "p75": 99
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 99,
        "provider_count": 14,
        "plan_observation_count": 17,
        "data_confidence": 0.97,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 0.85,
          "provider_count": 14,
          "plan_observation_count": 17
        },
        "reliability": "high",
        "members": [
          {
            "provider": "ugc_maker",
            "usd": 29
          },
          {
            "provider": "automads",
            "usd": 32
          },
          {
            "provider": "shots",
            "usd": 59
          },
          {
            "provider": "hero_marketer",
            "usd": 75
          },
          {
            "provider": "vidau",
            "usd": 98
          },
          {
            "provider": "ugcfy_ai",
            "usd": 99
          },
          {
            "provider": "tikbreak",
            "usd": 99
          },
          {
            "provider": "optimyzee",
            "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
          },
          {
            "provider": "beauty_ad_network",
            "usd": 1999
          }
        ],
        "p25": 80.75,
        "p75": 144
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 38,
      "listings_with_observed_public_price": 23,
      "normalized_observations": 50,
      "comparable_providers": 21,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "one_time": 6,
        "ambiguous_cadence": 9,
        "promo": 1,
        "usage_not_monthly": 3
      }
    },
    "pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
    "pricing_excluded_observations": {
      "one_time": 6,
      "ambiguous_cadence": 9,
      "promo": 1,
      "usage_not_monthly": 3
    },
    "billing_mix": {
      "free": 1,
      "freemium": 12,
      "subscription": 9,
      "usage": 1
    },
    "free_tier_share": 0.57,
    "top_providers": [
      {
        "agent_id": "beauty_ad_network",
        "name": "beauty-ad-network",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 499,
          "monthly_usd": 499,
          "headline": "From $499/mo",
          "summary": "From $499/mo. Public plans start at $499/mo plus a 15% ad-spend revenue share, with Growth at $1,999/mo plus 12% and Enterprise priced custom."
        },
        "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 price found on the vendor site."
        },
        "observed": false
      },
      {
        "agent_id": "upfixe_ads",
        "name": "Upfixe Ads",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 114.93,
          "monthly_usd": 133.42,
          "headline": "From $114.93/mo",
          "summary": "From $114.93/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"
      }
    ]
  }
}