Market Intelligence Research

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                "monthly_usd": 165.83
              },
              {
                "provider": "warn_firehose",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$4,990 /yr",
                "monthly_usd": 415.83
              },
              {
                "provider": "warn_firehose",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "from $9,500/yr",
                "monthly_usd": 791.67
              }
            ]
          },
          {
            "billing": "one_time",
            "unit": "flat",
            "count": 11,
            "offers": [
              {
                "provider": "dchub",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$10 once",
                "monthly_usd": null
              },
              {
                "provider": "ideaproof",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "€19.99",
                "monthly_usd": null
              },
              {
                "provider": "ideaproof",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "€49.99",
                "monthly_usd": null
              },
              {
                "provider": "market_research",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$499 one-time",
                "monthly_usd": null
              },
              {
                "provider": "market_research",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$499 one-time",
                "monthly_usd": null
              },
              {
                "provider": "market_research",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$999 one-time",
                "monthly_usd": null
              },
              {
                "provider": "mineral_intel_benchmark",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$5",
                "monthly_usd": null
              },
              {
                "provider": "mineral_intel_benchmark",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$25",
                "monthly_usd": null
              },
              {
                "provider": "signal_relay",
                "tier": "individual",
                "billing": "one_time",
                "unit": "flat",
                "price": "$100",
                "monthly_usd": null
              },
              {
                "provider": "signal_relay",
                "tier": "pro",
                "billing": "one_time",
                "unit": "flat",
                "price": "$450",
                "monthly_usd": null
              },
              {
                "provider": "signal_relay",
                "tier": "team_sme",
                "billing": "one_time",
                "unit": "flat",
                "price": "$1200",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "flat",
            "count": 5,
            "offers": [
              {
                "provider": "atypica_ai",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$16 per 1M + 1M bonus",
                "monthly_usd": null
              },
              {
                "provider": "fodda",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "50¢ /API call",
                "monthly_usd": null
              },
              {
                "provider": "fodda",
                "tier": "pro",
                "billing": "usage",
                "unit": "flat",
                "price": "50¢ /API call",
                "monthly_usd": null
              },
              {
                "provider": "intelligence_mcp",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.01 USDC",
                "monthly_usd": null
              },
              {
                "provider": "signal_relay",
                "tier": "individual",
                "billing": "usage",
                "unit": "flat",
                "price": "$0.25 per persona",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "other_usage",
            "count": 1,
            "offers": [
              {
                "provider": "signal_relay",
                "tier": "team_sme",
                "billing": "usage",
                "unit": "other_usage",
                "price": "$100 per report",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "usage",
            "unit": "per_call",
            "count": 4,
            "offers": [
              {
                "provider": "signal_relay",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_call",
                "price": "from $0.05 per call",
                "monthly_usd": null
              },
              {
                "provider": "valoria_x402",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_call",
                "price": "$1.00/call",
                "monthly_usd": null
              },
              {
                "provider": "valoria_x402",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_call",
                "price": "$5.00/call",
                "monthly_usd": null
              },
              {
                "provider": "valoria_x402",
                "tier": "individual",
                "billing": "usage",
                "unit": "per_call",
                "price": "$10.00/call",
                "monthly_usd": null
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 15,
            "offers": [
              {
                "provider": "anlora",
                "tier": "pro",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "20% of AI-generated revenue",
                "monthly_usd": null
              },
              {
                "provider": "anlora",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom volume-based pricing",
                "monthly_usd": null
              },
              {
                "provider": "codegen",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact sales",
                "monthly_usd": null
              },
              {
                "provider": "demand_discovery_ai",
                "tier": "pro",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "$49",
                "monthly_usd": null
              },
              {
                "provider": "erik_7clt_local_intel",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact us",
                "monthly_usd": null
              },
              {
                "provider": "johanvd75_cracks_index",
                "tier": "individual",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "7.99EUR",
                "monthly_usd": null
              },
              {
                "provider": "johanvd75_cracks_index",
                "tier": "individual",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "14.99EUR",
                "monthly_usd": null
              },
              {
                "provider": "johanvd75_cracks_index",
                "tier": "individual",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "24.99EUR",
                "monthly_usd": null
              },
              {
                "provider": "johanvd75_cracks_index",
                "tier": "pro",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "39.99EUR",
                "monthly_usd": null
              },
              {
                "provider": "mcp_market_russia",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "signal_relay",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "tradeforesight",
                "tier": "pro",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "$200",
                "monthly_usd": null
              },
              {
                "provider": "tradeforesight",
                "tier": "team_sme",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "$250",
                "monthly_usd": null
              },
              {
                "provider": "voidly",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Tailored per agreement",
                "monthly_usd": null
              },
              {
                "provider": "x402watch",
                "tier": "pro",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "COMING SOON",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 28,
          "normalized_observations": 45,
          "comparable_providers": 17,
          "strict_cohorts": 4,
          "exclusion_reasons": {
            "ambiguous_cadence": 15,
            "usage_not_monthly": 10,
            "one_time": 11,
            "promo": 5,
            "range": 1,
            "free_or_zero": 1
          }
        }
      }
    },
    "billingMix": {
      "freemium": 12,
      "subscription": 10,
      "free": 8,
      "contact_sales": 2,
      "usage": 4,
      "one-time": 1
    },
    "freeTierShare": 0.54,
    "medianLowestUsd": 26.58
  },
  "movement": {
    "niche": "market-intelligence-research",
    "sector": "research-knowledge-work",
    "pricedNow": 21,
    "pairs": 18,
    "repriced": [
      {
        "handle": "mockflow_painpoint",
        "from": 9.21,
        "to": 9.22,
        "pct": 0.1
      }
    ],
    "newlyPriced": [
      "market_research",
      "atypica_ai",
      "ideaproof"
    ],
    "droppedFromPriced": [],
    "likeForLikePct": 0,
    "kind": "mixed",
    "narrative": "Repricing + composition: 1 agent repriced — all up (avg +0%); 3 newly published pricing."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-07-09",
        "index": 100,
        "pairs": 27,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-10",
        "index": 100,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-11",
        "index": 100,
        "pairs": 16,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-12",
        "index": 100,
        "pairs": 11,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-13",
        "index": 100,
        "pairs": 27,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-14",
        "index": 100,
        "pairs": 31,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-15",
        "index": 100,
        "pairs": 31,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-16",
        "index": 100,
        "pairs": 30,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-17",
        "index": 100,
        "pairs": 28,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-18",
        "index": 100,
        "pairs": 26,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-19",
        "index": 100,
        "pairs": 29,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-20",
        "index": 100,
        "pairs": 37,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-21",
        "index": 100,
        "pairs": 36,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-22",
        "index": 100,
        "pairs": 33,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-23",
        "index": 100,
        "pairs": 33,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-24",
        "index": 100,
        "pairs": 38,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-25",
        "index": 100,
        "pairs": 37,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-26",
        "index": 100,
        "pairs": 38,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-27",
        "index": 100,
        "pairs": 38,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-28",
        "index": 100,
        "pairs": 36,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-29",
        "index": 100,
        "pairs": 36,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-30",
        "index": 100,
        "pairs": 35,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-31",
        "index": 100,
        "pairs": 36,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-01",
        "index": 100,
        "pairs": 36,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-02",
        "index": 100,
        "pairs": 39,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 100,
        "pairs": 38,
        "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": 39,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-07",
        "index": 100,
        "pairs": 42,
        "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": "anishdasmail_groundtruth",
      "name": "Anishdasmail Groundtruth",
      "url": "https://dasgroupllc.com/apps/ground-truth/",
      "short_summary": "provides live verification tools for AI agents including endpoint checks, pricing analysis, competitor comparison, and claim validation",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Ground Truth publicly describes free endpoint checks, while no paid plan prices are shown."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "anlora",
      "name": "Video Editing AI Agent",
      "url": "https://meetanlora.com/",
      "short_summary": "autonomously manages OnlyFans creator-fan conversations, replacing human chatter teams by profiling fans and messaging in the creator's voice",
      "price": {
        "observed": true,
        "billing": "contact_sales",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Contact sales (no public price)",
        "summary": "Anlora uses a revenue-share model (20% of AI-generated revenue for standard tier) with custom enterprise pricing; contact sales for exact rates."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "dchub",
      "name": "DC Hub",
      "url": "https://dchub.cloud",
      "short_summary": "provides live data center infrastructure intelligence including facility data, power grids, fiber routes, and M&A transactions",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 9,
        "monthly_usd": 9,
        "headline": "From $9/mo",
        "summary": "From $9/mo. DC Hub offers monthly plans from $9/month, a $10 one-time 1,000-call pack, discounted annual Pro prepayment, and Enterprise access from $699/month."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "dental_market_intelligence",
      "name": "ProviderSignal: Dental Market Intelligence",
      "url": "https://providersignal.com",
      "short_summary": "provides dental provider intelligence and market change detection",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 29,
        "monthly_usd": 29,
        "headline": "From $29/mo",
        "summary": "From $29/mo. ProviderSignal offers monthly plans from $29/mo for fee schedules, $79/mo for individual reps, $499/mo for teams, and $1,999+/mo for enterprise users."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "erik_7clt_local_intel",
      "name": "The Local Intel",
      "url": "https://thelocalintel.com",
      "short_summary": "provides local business intelligence and market data for Florida (sector gaps, permits, income signals) and routes service jobs to businesses via AI agents",
      "price": {
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Paid (price not published)",
        "summary": "The service offers free business listings, usage-based agent queries priced in pathUSD, and contact-sales API access for data intelligence."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "fodda",
      "name": "Fodda",
      "url": "https://fodda.ai/",
      "short_summary": "Provides curated expert knowledge graphs and synthetic analyst personas that feed structured, sourced domain context (trends, consumer behavior, industry resea…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 100,
        "monthly_usd": 100,
        "headline": "Free tier, then from $100/mo",
        "summary": "Free tier, then from $100/mo. Fodda offers a free tier with 100 API calls per month, usage-based access from 50¢ per API call, and monthly subscriptions from $100."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "greatquestion_mcp_server",
      "name": "Great Question",
      "url": "https://greatquestion.co/features/mcp-integration?utm_source=smithery&utm_medium=mcp-registry&utm_campaign=mcp-launch",
      "short_summary": "UX research platform integration that enables AI assistants to design studies, manage participants, conduct interviews and surveys, and synthesize research ins…",
      "price": {
        "observed": false,
        "billing": "subscription",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "Self-serve plans cost $129 per seat monthly or $1,290 per seat annually, while Enterprise pricing is customized."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "intelligence_mcp",
      "name": "Agent Payments Intelligence",
      "url": "https://intel.goodmeta.co",
      "short_summary": "scans GitHub, Hacker News, and npm for activity across agent payment protocols and returns scored and classified opportunities",
      "price": {
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Paid (price not published)",
        "summary": "The service charges $0.01 USDC per scan opportunity request, while protocol information and comparison tools are free."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "johanvd75_cracks_index",
      "name": "Johanvd75 Cracks Index",
      "url": "https://fynqo.app/cracks-index",
      "short_summary": "provides socioeconomic and financial intelligence through debt signals, wellbeing analytics, budgeting insights, municipality observability and public-sector t…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 7.99,
        "monthly_usd": 9.21,
        "headline": "Free tier, then from $7.99/mo",
        "summary": "Free tier, then from $7.99/mo. Structured data lists one zero-price offer and four paid EUR offers, but the public pricing page currently returns a 404 and does not show plan names or billing periods."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "mcp_market_russia",
      "name": "MCP Market Russia",
      "url": "https://mcp-market.ru",
      "short_summary": "provides access to Russian construction market data including company info, projects, prices, ratings, analytics, cost estimation, and lead generation via MCP…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free tier + paid plans (price not published)",
        "summary": "MCP Market offers a permanent free tier, monthly Starter and Pro subscriptions priced at 2 990₽ and 7 990₽, plus custom Enterprise pricing."
      },
      "evidence_quality": "high",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "exa_ai",
      "name": "Exa",
      "url": "https://exa.ai/",
      "short_summary": "provides web search, crawling, and research capabilities for AI agents; extracts structured content and enrichments from websites and live data",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free tier + paid plans (price not published)",
        "summary": "Exa offers a free tier with 20,000 monthly requests and usage-based paid products priced per request, run, or page."
      },
      "home_niche": "web-search-api",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "lexisnexis_protg_in_patentsigh",
      "name": "Lexisnexis Protg In Patentsigh",
      "url": "https://lexisnexisip.com/products/protege",
      "short_summary": "performs strategic patent analysis—competitive intelligence, search/landscape, trend detection, and portfolio analysis—turning patent questions into structured…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown for LexisNexis Protégé in PatentSight+; the homepage directs visitors to request a demo."
      },
      "home_niche": "patent-search-analysis",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "mirothinker",
      "name": "Mirothinker",
      "url": "https://miromind.ai/",
      "short_summary": "deep research and prediction for complex tasks across domains (e.g. research, failure analysis, hypothesis generation, contract analysis, risk modeling)",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 4.99,
        "monthly_usd": 4.99,
        "headline": "Free tier, then from $4.99/mo",
        "summary": "Free tier, then from $4.99/mo. MiroMind offers a freemium model with a free tier (100 daily credits) and a Pro subscription at $19/month (20,000 monthly credits), plus one-time credit boost packs."
      },
      "home_niche": "deep-research-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "serpapi",
      "name": "SerpApi",
      "url": "https://serpapi.com/",
      "short_summary": "Scrapes Google and other search engines and returns parsed search results as structured JSON via a real-time API",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 25,
        "monthly_usd": 25,
        "headline": "Free tier, then from $25/mo",
        "summary": "Free tier, then from $25/mo. SerpAPI offers a freemium model with a free tier (250 searches/month) and paid plans from $25–$275/month based on search volume and throughput, plus custom enterprise pricing."
      },
      "home_niche": "web-search-api",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "sparkforge",
      "name": "SparkForge",
      "url": "https://smithery.ai/server/henry-ships/sparkforge",
      "short_summary": "Access a versatile collection of tools for media generation, web scraping, and cryptocurrency research. Convert between data formats, summarize long documents,…",
      "price": {
        "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."
      },
      "home_niche": "web-scraping-agent",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/market-intelligence-research",
  "summary": {
    "niche": "market-intelligence-research",
    "sector": "research-knowledge-work",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Pro median $49/mo (9 providers). See benchmarks_by_provider_type_and_tier for the full matrix.",
      "benchmarks": [
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "pro",
          "buyer_tier_label": "Pro",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 9,
          "reliability": "medium",
          "median": 49,
          "p25": 34,
          "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": 24,
          "p25": 16,
          "p75": 29,
          "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": 5,
          "reliability": "medium",
          "median": 199.99,
          "p25": 100,
          "p75": 200,
          "status": "ok"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 4,
          "reliability": "low",
          "median": 457.42,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "enterprise",
          "buyer_tier_label": "Enterprise",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 4,
          "reliability": "low",
          "median": 745.34,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "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": 3,
          "reliability": "low",
          "median": 35,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "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": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            13.68,
            499
          ]
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "market-intelligence-research"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/market-intelligence-research",
    "counts": {
      "listings_with_price_capture": 73,
      "listings_with_observed_public_price": 37,
      "providers_with_numeric_monthly_price_latest_scan": 21,
      "like_for_like_comparable_pairs": 18
    },
    "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": 24,
        "provider_count": 8,
        "plan_observation_count": 11,
        "data_confidence": 0.64,
        "data_confidence_basis": {
          "provider_component": 0.67,
          "observation_component": 0.55,
          "provider_count": 8,
          "plan_observation_count": 11
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "mcp_market_russia",
            "usd": 0.02
          },
          {
            "provider": "mockflow_painpoint",
            "usd": 13.68
          },
          {
            "provider": "snipework_app_market_intellige",
            "usd": 15
          },
          {
            "provider": "trends_mcp",
            "usd": 19
          },
          {
            "provider": "dchub",
            "usd": 29
          },
          {
            "provider": "hookami_anywhere",
            "usd": 29
          },
          {
            "provider": "warn_firehose",
            "usd": 40.83
          },
          {
            "provider": "insightagent",
            "usd": 499
          }
        ],
        "p25": 14.67,
        "p75": 31.96
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 49,
        "provider_count": 12,
        "plan_observation_count": 19,
        "data_confidence": 0.99,
        "data_confidence_basis": {
          "provider_component": 1,
          "observation_component": 0.95,
          "provider_count": 12,
          "plan_observation_count": 19
        },
        "reliability": "high",
        "members": [
          {
            "provider": "mcp_market_russia",
            "usd": 0.08
          },
          {
            "provider": "sentisense_market_intelligence",
            "usd": 15
          },
          {
            "provider": "edge_arena",
            "usd": 20.5
          },
          {
            "provider": "market_research",
            "usd": 34
          },
          {
            "provider": "atypica_ai",
            "usd": 35
          },
          {
            "provider": "trends_mcp",
            "usd": 49
          },
          {
            "provider": "snipework_app_market_intellige",
            "usd": 49
          },
          {
            "provider": "dental_market_intelligence",
            "usd": 54
          },
          {
            "provider": "osum",
            "usd": 69.99
          },
          {
            "provider": "hookami_anywhere",
            "usd": 79
          },
          {
            "provider": "warn_firehose",
            "usd": 165.83
          },
          {
            "provider": "dchub",
            "usd": 199
          }
        ],
        "p25": 30.63,
        "p75": 72.24
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 200,
        "provider_count": 9,
        "plan_observation_count": 10,
        "data_confidence": 0.7,
        "data_confidence_basis": {
          "provider_component": 0.75,
          "observation_component": 0.5,
          "provider_count": 9,
          "plan_observation_count": 10
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "edge_arena",
            "usd": 99
          },
          {
            "provider": "fodda",
            "usd": 100
          },
          {
            "provider": "trends_mcp",
            "usd": 199
          },
          {
            "provider": "osum",
            "usd": 199.99
          },
          {
            "provider": "atypica_ai",
            "usd": 200
          },
          {
            "provider": "warn_firehose",
            "usd": 415.83
          },
          {
            "provider": "dental_market_intelligence",
            "usd": 499
          },
          {
            "provider": "demand_discovery_ai",
            "usd": 499
          },
          {
            "provider": "insightagent",
            "usd": 1749
          }
        ],
        "p25": 199,
        "p75": 499
      },
      {
        "tier": "enterprise",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 791.67,
        "provider_count": 5,
        "plan_observation_count": 5,
        "data_confidence": 0.38,
        "data_confidence_basis": {
          "provider_component": 0.42,
          "observation_component": 0.25,
          "provider_count": 5,
          "plan_observation_count": 5
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "mineral_intel_benchmark",
            "usd": 499
          },
          {
            "provider": "dchub",
            "usd": 699
          },
          {
            "provider": "warn_firehose",
            "usd": 791.67
          },
          {
            "provider": "dental_market_intelligence",
            "usd": 1999
          },
          {
            "provider": "osum",
            "usd": 1999.99
          }
        ],
        "p25": 699,
        "p75": 1999
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 73,
      "listings_with_observed_public_price": 37,
      "normalized_observations": 45,
      "comparable_providers": 17,
      "strict_cohorts": 4,
      "exclusion_reasons": {
        "ambiguous_cadence": 15,
        "usage_not_monthly": 10,
        "one_time": 11,
        "promo": 5,
        "range": 1,
        "free_or_zero": 1
      }
    },
    "pricing_note": "Provider-deduped, FX-normalized monthly medians, separated by buyer tier AND billing unit (flat/per_seat/per_user/per_agent) — incompatible units are never blended. Ranges (p25/p75) only at >=5 providers; data_confidence is provider-count-weighted. Usage-metered, promo, range, one-time and ambiguous-cadence plans are excluded.",
    "pricing_excluded_observations": {
      "ambiguous_cadence": 15,
      "usage_not_monthly": 10,
      "one_time": 11,
      "promo": 5,
      "range": 1,
      "free_or_zero": 1
    },
    "billing_mix": {
      "freemium": 12,
      "subscription": 10,
      "free": 8,
      "contact_sales": 2,
      "usage": 4,
      "one-time": 1
    },
    "free_tier_share": 0.54,
    "top_providers": [
      {
        "agent_id": "anishdasmail_groundtruth",
        "name": "Anishdasmail Groundtruth",
        "price": {
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "Ground Truth publicly describes free endpoint checks, while no paid plan prices are shown."
        },
        "observed": true
      },
      {
        "agent_id": "anlora",
        "name": "Video Editing AI Agent",
        "price": {
          "observed": true,
          "billing": "contact_sales",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Contact sales (no public price)",
          "summary": "Anlora uses a revenue-share model (20% of AI-generated revenue for standard tier) with custom enterprise pricing; contact sales for exact rates."
        },
        "observed": true
      },
      {
        "agent_id": "dchub",
        "name": "DC Hub",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 9,
          "monthly_usd": 9,
          "headline": "From $9/mo",
          "summary": "From $9/mo. DC Hub offers monthly plans from $9/month, a $10 one-time 1,000-call pack, discounted annual Pro prepayment, and Enterprise access from $699/month."
        },
        "observed": true
      },
      {
        "agent_id": "dental_market_intelligence",
        "name": "ProviderSignal: Dental Market Intelligence",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 29,
          "monthly_usd": 29,
          "headline": "From $29/mo",
          "summary": "From $29/mo. ProviderSignal offers monthly plans from $29/mo for fee schedules, $79/mo for individual reps, $499/mo for teams, and $1,999+/mo for enterprise users."
        },
        "observed": true
      },
      {
        "agent_id": "erik_7clt_local_intel",
        "name": "The Local Intel",
        "price": {
          "observed": true,
          "billing": "usage",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Paid (price not published)",
          "summary": "The service offers free business listings, usage-based agent queries priced in pathUSD, and contact-sales API access for data intelligence."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "market-intelligence-research"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "market-intelligence-research",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "anishdasmail_groundtruth"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "anishdasmail_groundtruth"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}