Data Collection Agent

{
  "niche": "data-collection-agent",
  "parent_sector": "developer-tools-infra",
  "provider_type_pricing": {
    "slug": "data-collection-agent",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
      "median": 24,
      "p25": null,
      "p75": null,
      "providers": 6
    },
    "by_provider_type": {
      "agent": {
        "median": null,
        "p25": null,
        "p75": null,
        "providers": 2,
        "publishable": false,
        "confidence": "insufficient",
        "reason": "Fewer than three comparable priced Agent-economy products are available."
      },
      "mcp": {
        "median": 7,
        "p25": null,
        "p75": null,
        "providers": 4,
        "publishable": true,
        "confidence": "provisional"
      }
    },
    "recommended_cohort": null,
    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
    "context_note": null
  },
  "crowding_level": "crowded",
  "observed_node_count": 18,
  "adjacent_niches": [
    "ai-frontend-coding",
    "mcp-platform-provider",
    "incident-response-sre",
    "on-call-management-agent",
    "legacy-code-modernization",
    "database-query-agent"
  ],
  "market_pulse": {
    "pulse": 49,
    "drivers": [
      "enterprise money present",
      "13 new builders in 30d"
    ],
    "price_move_30d_pct": 0,
    "money_share": 0.5,
    "entry_rate": 0.43333333333333335,
    "alive_share": 1
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  "price_move": {
    "d_pct": 0,
    "w_pct": 0,
    "m_pct": 0,
    "comparable_agents": 6,
    "quarantined_agents": 0,
    "confidence": "high",
    "published": {
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      "w": false,
      "m": false
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      "m": {
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    },
    "tier_series": {
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      "pro": [
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      "team_sme": [
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      "enterprise": [
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    },
    "tier_own_move": {
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      },
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      },
      "m": {
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      }
    },
    "tier_agents": {
      "individual": 4,
      "pro": 5,
      "team_sme": 2,
      "enterprise": 1
    },
    "obs_range": {
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    "tier_obs_range": {
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    }
  },
  "pricing": {
    "sampleSize": 25,
    "observed": 8,
    "byPersona": {
      "free": {
        "n": 4,
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        "reliability": "none",
        "median": null,
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        "min": null,
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        "usageShare": 0
      },
      "individual": {
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        "reliability": "low",
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        "p75": 76.5,
        "min": 5,
        "max": 189,
        "usageShare": 0
      },
      "pro": {
        "n": 7,
        "nPriced": 7,
        "reliability": "medium",
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        "p25": 36,
        "p75": 459.5,
        "min": 16,
        "max": 980,
        "usageShare": 0
      },
      "team_sme": {
        "n": 3,
        "nPriced": 3,
        "reliability": "low",
        "median": 489,
        "p25": 339,
        "p75": 2239.5,
        "min": 189,
        "max": 3990,
        "usageShare": 0
      },
      "enterprise": {
        "n": 4,
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        "median": 779,
        "p25": 779,
        "p75": 779,
        "min": 779,
        "max": 779,
        "usageShare": 0
      }
    },
    "byPersonaMonthly": {
      "free": {
        "nMonthly": 0,
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        "confidence": "none",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": false
      },
      "individual": {
        "nMonthly": 4,
        "p25": 8,
        "median": 24,
        "p75": 76.5,
        "confidence": "low",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": true
      },
      "pro": {
        "nMonthly": 7,
        "p25": 36,
        "median": 89,
        "p75": 459.5,
        "confidence": "medium",
        "usageShare": 0,
        "mixedBilling": false,
        "monthlyComparable": true
      },
      "team_sme": {
        "nMonthly": 3,
        "p25": 339,
        "median": 489,
        "p75": 2239.5,
        "confidence": "low",
        "usageShare": 0,
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        "monthlyComparable": true
      },
      "enterprise": {
        "nMonthly": 1,
        "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": 39,
          "provider_count": 3,
          "plan_observation_count": 3,
          "data_confidence": 0.23,
          "data_confidence_basis": {
            "provider_component": 0.25,
            "observation_component": 0.15,
            "provider_count": 3,
            "plan_observation_count": 3
          },
          "reliability": "low",
          "members": [
            {
              "provider": "tubealfred_youtube",
              "usd": 5
            },
            {
              "provider": "basedonb",
              "usd": 39
            },
            {
              "provider": "keyapi",
              "usd": 189
            }
          ]
        },
        {
          "tier": "pro",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 69.5,
          "provider_count": 4,
          "plan_observation_count": 5,
          "data_confidence": 0.32,
          "data_confidence_basis": {
            "provider_component": 0.33,
            "observation_component": 0.25,
            "provider_count": 4,
            "plan_observation_count": 5
          },
          "reliability": "low",
          "members": [
            {
              "provider": "formlova",
              "usd": 4.53
            },
            {
              "provider": "beam_data_collection",
              "usd": 50
            },
            {
              "provider": "basedonb",
              "usd": 89
            },
            {
              "provider": "keyapi",
              "usd": 439
            }
          ]
        },
        {
          "tier": "team_sme",
          "currency": "USD",
          "period": "month",
          "unit": "flat",
          "median": 2164.5,
          "provider_count": 2,
          "plan_observation_count": 3,
          "data_confidence": 0.16,
          "data_confidence_basis": {
            "provider_component": 0.17,
            "observation_component": 0.15,
            "provider_count": 2,
            "plan_observation_count": 3
          },
          "reliability": "low",
          "members": [
            {
              "provider": "basedonb",
              "usd": 339
            },
            {
              "provider": "beam_data_collection",
              "usd": 3990
            }
          ]
        }
      ],
      "rejected": {
        "ambiguous_cadence": 3
      },
      "evidence": {
        "status": "ok",
        "single_observations": [],
        "observed_offers": [
          {
            "billing": "monthly",
            "unit": "flat",
            "count": 12,
            "offers": [
              {
                "provider": "basedonb",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$39/ay",
                "monthly_usd": 39
              },
              {
                "provider": "basedonb",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$89/ay",
                "monthly_usd": 89
              },
              {
                "provider": "basedonb",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$189/ay",
                "monthly_usd": 189
              },
              {
                "provider": "basedonb",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$489/ay",
                "monthly_usd": 489
              },
              {
                "provider": "beam_data_collection",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$50/month",
                "monthly_usd": 50
              },
              {
                "provider": "beam_data_collection",
                "tier": "team_sme",
                "billing": "monthly",
                "unit": "flat",
                "price": "$3990/month",
                "monthly_usd": 3990
              },
              {
                "provider": "formlova",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "¥480/mo (tax incl.)",
                "monthly_usd": 2.98
              },
              {
                "provider": "formlova",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "¥980/mo (tax incl.)",
                "monthly_usd": 6.08
              },
              {
                "provider": "keyapi",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$189 / mo",
                "monthly_usd": 189
              },
              {
                "provider": "keyapi",
                "tier": "pro",
                "billing": "monthly",
                "unit": "flat",
                "price": "$439 / mo",
                "monthly_usd": 439
              },
              {
                "provider": "keyapi",
                "tier": "enterprise",
                "billing": "monthly",
                "unit": "flat",
                "price": "$779 / mo",
                "monthly_usd": 779
              },
              {
                "provider": "tubealfred_youtube",
                "tier": "individual",
                "billing": "monthly",
                "unit": "flat",
                "price": "$5/mo",
                "monthly_usd": 5
              }
            ]
          },
          {
            "billing": "monthly",
            "unit": "per_user",
            "count": 3,
            "offers": [
              {
                "provider": "timely",
                "tier": "individual",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$9 usd/mo per user per mo. billed yearly",
                "monthly_usd": 9
              },
              {
                "provider": "timely",
                "tier": "pro",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$16 usd/mo per user per mo. billed yearly",
                "monthly_usd": 16
              },
              {
                "provider": "timely",
                "tier": "pro",
                "billing": "monthly",
                "unit": "per_user",
                "price": "$22 usd/mo per user per mo. billed yearly",
                "monthly_usd": 22
              }
            ]
          },
          {
            "billing": "unspecified_period",
            "unit": "flat",
            "count": 3,
            "offers": [
              {
                "provider": "beam_data_collection",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "keyapi",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Custom",
                "monthly_usd": null
              },
              {
                "provider": "timely",
                "tier": "enterprise",
                "billing": "unspecified_period",
                "unit": "flat",
                "price": "Contact sales",
                "monthly_usd": null
              }
            ]
          }
        ],
        "coverage": {
          "priced_providers": 6,
          "normalized_observations": 15,
          "comparable_providers": 6,
          "strict_cohorts": 3,
          "exclusion_reasons": {
            "ambiguous_cadence": 3
          }
        }
      }
    },
    "billingMix": {
      "freemium": 3,
      "subscription": 3,
      "free": 1,
      "contact_sales": 1
    },
    "freeTierShare": 0.5,
    "medianLowestUsd": 24
  },
  "movement": {
    "niche": "data-collection-agent",
    "sector": "developer-tools-infra",
    "pricedNow": 6,
    "pairs": 6,
    "repriced": [
      {
        "handle": "formlova",
        "from": 2.99,
        "to": 3.03,
        "pct": 1.3
      }
    ],
    "newlyPriced": [],
    "droppedFromPriced": [],
    "likeForLikePct": 0.2,
    "kind": "repricing",
    "narrative": "Genuine repricing: 1 agent repriced — all up (avg +0.2%)."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-07-09",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-10",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-11",
        "index": 100,
        "pairs": 9,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-12",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-13",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-14",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-15",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-16",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-17",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-18",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-19",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-20",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-21",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-22",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-23",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-24",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-25",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-26",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-27",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-28",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-29",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-30",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-07-31",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-01",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-02",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-03",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-04",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-05",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-06",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-08-07",
        "index": 100,
        "pairs": 12,
        "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": "formlova",
      "name": "FORMLOVA",
      "url": "https://formlova.com/en",
      "short_summary": "Creates, manages, and analyzes forms through natural conversation, handles email operations, workflows, and response management",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 3.03,
        "monthly_usd": 0.02,
        "headline": "Free tier, then from $3.03/mo",
        "summary": "Free tier, then from $3.03/mo. Formlova offers a permanent free plan plus Standard at ¥480/month and Premium at ¥980/month, with tax included."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "ibge_br_mcp",
      "name": "Ibge Br",
      "url": "https://ibge.sidneybissoli.com",
      "short_summary": "MCP server for the official IBGE (Brazilian Institute of Geography and Statistics) APIs. 22 read-only tools for live, sourced Brazilian data — geography, censu…",
      "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": "infranode",
      "name": "InfraNode",
      "url": "https://infranode.dev/mcp",
      "short_summary": "provides access to German public infrastructure open data including weather, air quality, traffic, public transit, parking, roadworks, and charging station inf…",
      "price": {
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "InfraNode is offered as a free hosted MCP server with no API key required."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "mobus",
      "name": "Mobus",
      "url": "https://www.mobus.ai/",
      "short_summary": "dataset discovery and research across multiple data platforms",
      "price": {
        "observed": true,
        "billing": "contact_sales",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Contact sales (no public price)",
        "summary": "Public pricing is not shown; prospective customers are directed to book a demo."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "tubealfred_youtube",
      "name": "TubeAlfred YouTube MCP",
      "url": "https://tubealfred.com/mcp",
      "short_summary": "provides AI agents read-only access to YouTube video, transcript, comment, reply, channel, playlist, search, and suggestion data",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 5,
        "monthly_usd": 5,
        "headline": "From $5/mo",
        "summary": "From $5/mo. Creator subscription at $5/month (launch discount from $20) includes 5,000 monthly credits usable across MCP server, CLI, and tools."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "basedonb",
      "name": "Basedonb",
      "url": "https://www.basedonb.com",
      "short_summary": "Google Maps business & lead data API and MCP server - search businesses by city, country, or region and enrich results with email, social media, and tech-stack…",
      "price": {
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 39,
        "monthly_usd": 39,
        "headline": "From $39/mo",
        "summary": "From $39/mo. Paid monthly plans range from $39 to $489 and include monthly export credits, enrichment, exports, API access, and webhooks; annual billing is advertised at 15% off without a displayed annual price."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "beam_data_collection",
      "name": "Data Collection AI Agent",
      "url": "https://beam.ai/agents/data-collection-agent",
      "short_summary": "gathers and organizes data from multiple sources, transforming unstructured information into structured formats; pulls, standardizes, cleans, and uploads data…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 50,
        "monthly_usd": 50,
        "headline": "Free tier, then from $50/mo",
        "summary": "Free tier, then from $50/mo. Beam AI offers a free plan, a Pro plan at $50/month, a Scale plan at $3990/month, and a custom-priced plan."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "cyanheads_socrata_mcp_server",
      "name": "Cyanheads Socrata",
      "url": "https://socrata.caseyjhand.com/mcp",
      "short_summary": "Search and query government open-data portals (Socrata SODA API).",
      "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": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "live_data",
      "name": "Analog",
      "url": "https://www.analogapi.com/",
      "short_summary": "aggregates public sensor data from thousands of sources into a single, normalized API for real-time geographic and environmental monitoring",
      "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": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "navanithbharadwaj_stream",
      "name": "Navanithbharadwaj Stream",
      "url": "https://www.synorb.com/",
      "short_summary": "provides live context graph and structured claims from multiple sources for AI agents",
      "price": {
        "observed": false,
        "billing": "unknown",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "bright_data",
      "name": "Bright Data",
      "url": "https://brightdata.com/",
      "short_summary": "Web data platform providing APIs, proxies, and datasets for AI agents. Offers web scraping, browser automation, SERP results, and agentic web execution capabil…",
      "price": {
        "observed": false,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "Bright Data's Web Unlocker offers a free tier with 5K requests per month, usage-based pricing from $1.5 per 1K requests, a scale plan with 383K requests included, and custom enterprise pricing."
      },
      "home_niche": "web-scraping-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "firecrawl",
      "name": "Firecrawl Agent",
      "url": "https://firecrawl.dev/agent",
      "short_summary": "extracts structured data from across the web based on a natural-language prompt describing what data to gather",
      "price": {
        "observed": false,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "The site offers 5 free daily Agent runs and paid Hobby, Standard, and Growth subscription plans, with publicly displayed euro-denominated prices whose plan mapping is not clear in the supplied context."
      },
      "home_niche": "web-scraping-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "firecrawl_agent",
      "name": "Firecrawl Agent Stack",
      "url": "https://www.firecrawl.dev/blog/firecrawl-agent-open-source",
      "short_summary": "autonomous web research and structured data extraction; builds and deploys custom web research agents using a plan-act loop with parallel sub-agents",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "The pricing page references Hobby, Standard, and Growth subscription plans and several euro-denominated prices, but the supplied context does not reliably associate prices with specific plans."
      },
      "home_niche": "deep-research-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "github_firecrawlfirecrawl_the_",
      "name": "Github Firecrawlfirecrawl The",
      "url": "https://github.com/firecrawl/firecrawl",
      "short_summary": "searches, scrapes, and interacts with the web to extract content and turn it into clean Markdown or structured data for AI agents",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No reliable public pricing for Firecrawl was observed in the supplied website content."
      },
      "home_niche": "web-scraping-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "jotform_ai_agents",
      "name": "AI agents",
      "url": "https://www.jotform.com/agent-templates/category/healthcare-wellness-ai-agents",
      "short_summary": "Provides conversational AI agents that handle patient intake, appointment scheduling, medical history documentation, wellness program enrollment, and answering…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown on the healthcare and wellness AI agents category page."
      },
      "home_niche": "patient-engagement-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "manus_browser_operator",
      "name": "Manus Browser Operator",
      "url": "https://manus.im/blog/manus-browser-operator",
      "short_summary": "operates within the user's local browser to automate complex multi-step web workflows such as cross-referencing market data, synthesizing reports, extracting i…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public numeric pricing was observed on the supplied Manus homepage or pricing page."
      },
      "home_niche": "browser-automation-agent",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "nimbleway",
      "name": "Web Search Agents",
      "url": "https://nimbleway.com/",
      "short_summary": "runs Web Search Agents to search, extract, and process live web data into structured datasets",
      "price": {
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Paid (price not published)",
        "summary": "Nimble offers usage-based API pricing ranging from $0.025 per request to $5 per 1,000 search inputs, plus custom enterprise pricing."
      },
      "home_niche": "web-search-api",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "reefapi",
      "name": "Reefapi",
      "url": "https://reefapi.com",
      "short_summary": "One MCP for 160+ live web-data APIs — search, social, e-commerce, real estate, jobs, travel, news, finance. The assistant discovers the right engine, then pull…",
      "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. ReefAPI offers a free 1,000-credit starting tier and paid plans from $15/month month-to-month, with annual billing shown at 50% lower effective monthly prices."
      },
      "home_niche": "web-scraping-agent",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/data-collection-agent",
  "summary": {
    "niche": "data-collection-agent",
    "sector": "developer-tools-infra",
    "pricing_by_provider_type": {
      "headline": "No published benchmark for data-collection-agent yet — too few comparable priced providers. Observed offers are listed.",
      "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": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            50,
            439
          ]
        },
        {
          "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": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            5,
            39
          ]
        },
        {
          "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": 2,
          "reliability": "low",
          "median": null,
          "p25": null,
          "p75": null,
          "status": "observed_offers_only",
          "observed_offers": [
            4.53,
            89
          ]
        }
      ],
      "warnings": [],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "data-collection-agent"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/data-collection-agent",
    "counts": {
      "listings_with_price_capture": 25,
      "listings_with_observed_public_price": 8,
      "providers_with_numeric_monthly_price_latest_scan": 6,
      "like_for_like_comparable_pairs": 6
    },
    "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": 39,
        "provider_count": 3,
        "plan_observation_count": 3,
        "data_confidence": 0.23,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.15,
          "provider_count": 3,
          "plan_observation_count": 3
        },
        "reliability": "low",
        "members": [
          {
            "provider": "tubealfred_youtube",
            "usd": 5
          },
          {
            "provider": "basedonb",
            "usd": 39
          },
          {
            "provider": "keyapi",
            "usd": 189
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 69.5,
        "provider_count": 4,
        "plan_observation_count": 5,
        "data_confidence": 0.32,
        "data_confidence_basis": {
          "provider_component": 0.33,
          "observation_component": 0.25,
          "provider_count": 4,
          "plan_observation_count": 5
        },
        "reliability": "low",
        "members": [
          {
            "provider": "formlova",
            "usd": 4.53
          },
          {
            "provider": "beam_data_collection",
            "usd": 50
          },
          {
            "provider": "basedonb",
            "usd": 89
          },
          {
            "provider": "keyapi",
            "usd": 439
          }
        ]
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 2164.5,
        "provider_count": 2,
        "plan_observation_count": 3,
        "data_confidence": 0.16,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.15,
          "provider_count": 2,
          "plan_observation_count": 3
        },
        "reliability": "low",
        "members": [
          {
            "provider": "basedonb",
            "usd": 339
          },
          {
            "provider": "beam_data_collection",
            "usd": 3990
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 25,
      "listings_with_observed_public_price": 8,
      "normalized_observations": 15,
      "comparable_providers": 6,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "ambiguous_cadence": 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": {
      "ambiguous_cadence": 3
    },
    "billing_mix": {
      "freemium": 3,
      "subscription": 3,
      "free": 1,
      "contact_sales": 1
    },
    "free_tier_share": 0.5,
    "top_providers": [
      {
        "agent_id": "formlova",
        "name": "FORMLOVA",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 3.03,
          "monthly_usd": 0.02,
          "headline": "Free tier, then from $3.03/mo",
          "summary": "Free tier, then from $3.03/mo. Formlova offers a permanent free plan plus Standard at ¥480/month and Premium at ¥980/month, with tax included."
        },
        "observed": true
      },
      {
        "agent_id": "ibge_br_mcp",
        "name": "Ibge Br",
        "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": "infranode",
        "name": "InfraNode",
        "price": {
          "observed": true,
          "billing": "free",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free",
          "summary": "InfraNode is offered as a free hosted MCP server with no API key required."
        },
        "observed": true
      },
      {
        "agent_id": "mobus",
        "name": "Mobus",
        "price": {
          "observed": true,
          "billing": "contact_sales",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Contact sales (no public price)",
          "summary": "Public pricing is not shown; prospective customers are directed to book a demo."
        },
        "observed": true
      },
      {
        "agent_id": "tubealfred_youtube",
        "name": "TubeAlfred YouTube MCP",
        "price": {
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 5,
          "monthly_usd": 5,
          "headline": "From $5/mo",
          "summary": "From $5/mo. Creator subscription at $5/month (launch discount from $20) includes 5,000 monthly credits usable across MCP server, CLI, and tools."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "data-collection-agent"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "data-collection-agent",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "formlova"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "formlova"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}