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Competitive Monitoring Scraper

Query this niche via MCPmarket_report({ query: "Competitive Monitoring Scraper", response_mode: "summary" })
active marketmarket pulse 72/100commercial money present0 new builders in 30d8 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
None priced — too few for a Agents median.
MCP servers · median
$99/mo
4 providers · median of every priced plan point, all tiers · thin evidence

All plans — Agents vs MCPs

each dot = one provider · log scale
MCP servers $99
Apiclaw Api Server · $29
yappers · $59
Amazon Data · $99
Amazon All In One Scrape Mcp · $234
$25
$50
$100
$250
AgentsMCP serversshaded = middle half · line = median

All plans

4 priced
Providervs its cohort medianMonthly
Apiclaw Api Servermcp
$29 below
yappersmcp
$59 below
Amazon Datamcp
$99 ~median
Amazon All In One Scrape Mcpmcp
$234 above
Position is relative to the provider's own delivery-type median at this tier — never a blended one.
What the figures on this page are. This page is Agentery's fixed-niche view of Competitive Monitoring Scraper (latest observation 2026-10-14T03:32:48.116Z). The headline medians above are computed from that data per delivery type and buyer-tier tab: on a tier tab, the median of each provider's plan at that tier; on “All”, every priced plan point across tiers pooled. Small cohorts show as “too few” rather than a median. The embedded response below is the broader fixed-niche report: its by_provider_type.*.median pools all tiers, pricing.byPersona.* is per buyer tier, and the unit cohorts (e.g. Pro flat) are per tier and billing unit — so those blocks legitimately differ from one headline figure. Over MCP today the advertised tools are market_report (a semantic neighbourhood for your query, not this fixed niche) and price_benchmark (query/task); niche_report stays callable as a legacy alias. Their cohorts are defined differently, so their numbers can differ from this page.
market_reportprice_benchmark
See the MCP response behind this pagefixed-niche report (legacy niche_report alias, full mode) — broader than the headline figure
{
  "niche": "competitive-monitoring-scraper",
  "parent_sector": "sales-marketing-revops",
  "provider_type_pricing": {
    "slug": "competitive-monitoring-scraper",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
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      "p25": null,
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        "publishable": false,
        "confidence": "insufficient",
        "reason": "Fewer than three comparable priced Agent-economy products are available."
      },
      "mcp": {
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        "p25": null,
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        "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
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  "crowding_level": "empty",
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  "adjacent_niches": [
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    "ai-presentation-deck",
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    "money_share": 0.8,
    "entry_rate": 0.07692307692307693,
    "alive_share": 1
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    "byTierCohorts": {
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              {
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      },
      {
        "day": "2026-09-25",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-26",
        "index": 100,
        "pairs": 5,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-27",
        "index": 100,
        "pairs": 4,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-28",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-29",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-03",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-07",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-09",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 100,
        "pairs": 7,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 100,
        "pairs": 6,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 100,
        "pairs": 8,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 100,
        "pairs": 8,
        "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": "amazon_data",
      "name": "amazon-data",
      "url": "https://www.canopyapi.co/",
      "short_summary": "provides real-time access to Amazon product data including pricing, reviews, sales estimates, and product information",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Premium",
            "monthly_native": 99,
            "monthly_usd": 99,
            "commitment": "monthly",
            "basis": "$99/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Hobby",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pay As You Go",
              "price": "$0+/month",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Premium",
              "price": "$99+/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Custom Enterprise",
              "price": "Contact Us",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 99,
        "monthly_usd": 99,
        "headline": "Free plan; paid from $99/mo",
        "summary": "Free plan; paid from $99/mo. Canopy offers a permanent free tier, pay-as-you-go pricing from $0+/month with per-request charges, a Premium tier from $99+/month, and custom enterprise pricing."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "apiclaw_api_server",
      "name": "Apiclaw",
      "url": "https://apiclaw.io",
      "short_summary": "provides real-time Amazon data API for AI agents including product data, market analysis, competitor monitoring, pricing analysis, and review intelligence",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 29,
            "monthly_usd": 29,
            "commitment": "monthly",
            "basis": "$29/month",
            "billing_verified": true
          },
          "currency": "USD",
          "notes": [
            "other prices: Top up $10 (one-time); Basic $69 (one-time); Standard $299 (one-time); Advanced $999 (one-time); Ultimate $4499 (one-time)"
          ],
          "lines": [
            {
              "name": "Top up",
              "price": "$10",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Basic",
              "price": "$69",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Standard",
              "price": "$299",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Advanced",
              "price": "$999",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Ultimate",
              "price": "$4499",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Free",
              "price": "$0/month",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$29/month",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 29,
        "monthly_usd": 29,
        "headline": "Free plan; paid from $29/mo",
        "summary": "Free plan; paid from $29/mo. APICLaw offers one-time credit packages from $10 and web access ranging from a free plan to Pro at $29/month."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "yappers",
      "name": "TopYappers",
      "url": "https://www.topyappers.com",
      "short_summary": "influencer marketing platform for finding creators, managing outreach, and campaign analytics",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Full product",
            "monthly_native": 59,
            "monthly_usd": 59,
            "commitment": "monthly",
            "basis": "$59/month",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Full product (annual billing)",
            "monthly_equivalent_native": 25,
            "total_native": 300
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Enterprise",
              "price": "Custom pricing",
              "kind": "custom"
            },
            {
              "name": "Full product",
              "price": "$59 / month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Full product (annual billing)",
              "price": "$25 / month billed annually ($299 billed annually)",
              "kind": "base_subscription",
              "billed": "annually"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 59,
        "monthly_usd": 59,
        "headline": "From $59/mo; $25/mo equivalent billed annually",
        "summary": "From $59/mo; $25/mo equivalent billed annually. The full product costs $59 per month month-to-month or $299 billed annually, displayed as $25 per month, while enterprise pricing is custom."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "competitortracker",
      "name": "Competitortracker",
      "url": "https://competitortracker.io/docs/mcp/",
      "short_summary": "Competitor Tracker & Co. watches your competitors' websites and tells you what changed. Every week it crawls their pricing, product, messaging and corporate pa…",
      "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": "amazon_all_in_one_scrape_mcp",
      "name": "amazon-all-in-one-scrape-mcp",
      "url": "https://pangolinfo.com",
      "short_summary": "All-in-one Amazon scraping MCP for real-time ad tracking, keyword monitoring, and VOC review intelligence.",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 19,
            "monthly_usd": 19,
            "commitment": "monthly",
            "basis": "$19/month",
            "billing_verified": false,
            "billing_note": "the pricing page has a \"Monthly Yearly (-20%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          },
          "currency": "USD",
          "notes": [
            "billing period unverified: the pricing page has a \"Monthly Yearly (-20%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
          ],
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Starter",
              "price": "$19",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Professional",
              "price": "$99",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Expert",
              "price": "$369",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "Contact Sales",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 19,
        "monthly_usd": 19,
        "headline": "Free plan; paid from $19/mo (billing period unverified: page has a Monthly/Annual toggle)",
        "summary": "Free plan; paid from $19/mo (billing period unverified: page has a Monthly/Annual toggle). Pangolinfo offers a free 60-credit monthly tier, paid monthly credit plans from $19 to $369, and custom enterprise pricing."
      },
      "evidence_quality": "low",
      "upvotes": 0
    },
    {
      "agent_id": "sepet",
      "name": "Sepet",
      "url": "https://www.sepetanalizi.com",
      "short_summary": "tracks food prices of over 140 food products at Turkish supermarkets over time",
      "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": "low",
      "upvotes": 0
    },
    {
      "agent_id": "pricewick_by_cybermax",
      "name": "Pricewick by CyberMax",
      "url": "https://pricewick.cybermax-tools.workers.dev",
      "short_summary": "Competitor price and stock monitor API: track product pages on shops that publish their price in structured data (schema.org, Open Graph or microdata) and get…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Seller",
            "monthly_native": 9.99,
            "monthly_usd": 9.99,
            "commitment": "monthly",
            "basis": "$9.99/month",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Seller (annual billing)",
            "monthly_equivalent_native": 8.33,
            "total_native": 99.96
          },
          "currency": "USD",
          "notes": [
            "other prices: 30-day pass $14.99 once (one-time)"
          ],
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Seller",
              "price": "$9.99/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Seller (annual billing)",
              "price": "$8.33/mo billed yearly",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Pro",
              "price": "$29.99/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro (annual billing)",
              "price": "$25.00/mo billed yearly",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "30-day pass",
              "price": "$14.99 once",
              "kind": "one_off",
              "billed": "one_off"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 9.99,
        "monthly_usd": 9.99,
        "headline": "Free plan; paid from $9.99/mo; $8.33/mo equivalent billed annually",
        "summary": "Free plan; paid from $9.99/mo; $8.33/mo equivalent billed annually. Pricewick offers a permanent free tier, monthly Seller and Pro subscriptions from $9.99/month, annual billing discounts, and a $14.99 one-time 30-day pass."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    },
    {
      "agent_id": "sycm_cli",
      "name": "Sycm",
      "url": "https://github.com/rakei076/sycm-cli",
      "short_summary": "CLI tool for extracting Taobao/Tmall shop operational data (customer service, reviews, sales, products) and exporting to Excel. Designed for AI agents to analy…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing for sycm-cli is shown on the supplied homepage, and no pricing page was available."
      },
      "evidence_quality": "unclear",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "lead_gen_google_maps",
      "name": "Lead Gen Google Maps",
      "url": "https://github.com/Awaisali36/Lead-Generation-System-using-Google-Map",
      "short_summary": "Conversational AI agent that extracts and enriches B2B leads from Google Maps via natural language chat. Automates scraping, email enrichment, and Google Sheet…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Unlabeled monthly plan",
            "monthly_native": 20,
            "monthly_usd": 20,
            "commitment": "monthly",
            "basis": "$20/month",
            "billing_verified": true
          },
          "rates": [
            {
              "line": "Unlabeled usage rate",
              "per": "per unit",
              "text": "$0.01 per unit"
            },
            {
              "line": "Unlabeled usage rate",
              "per": "per unit",
              "text": "$0.01 per unit"
            },
            {
              "line": "Unlabeled usage rate",
              "per": "per unit",
              "text": "$0.5 per unit"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Unlabeled monthly plan",
              "price": "$20/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Unlabeled monthly plan",
              "price": "$50/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Unlabeled usage rate",
              "price": "$0.01",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Unlabeled usage rate",
              "price": "$0.005",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            },
            {
              "name": "Unlabeled usage rate",
              "price": "$0.50",
              "kind": "usage_rate",
              "unit": "unit",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "subscription",
        "lowest_monthly_usd": 20,
        "monthly_usd": 20,
        "headline": "From $20/mo",
        "summary": "From $20/mo. The homepage exposes monthly prices of $20/mo and $50/mo, along with additional usage-rate figures whose units are not specified in the supplied context."
      },
      "home_niche": "outbound-sales-sdr",
      "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": {
        "commercial": {
          "rates": [
            {
              "line": "Search API",
              "per": "per 1k request",
              "text": "$5 per 1k request"
            },
            {
              "line": "Extract, Crawl, Map API",
              "per": "per 1k request",
              "text": "$1 per 1k request"
            },
            {
              "line": "Extract Template API",
              "per": "per 1k request",
              "text": "$3 per 1k request"
            },
            {
              "line": "Media API",
              "per": "per GB",
              "text": "$2 per GB"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Agent API",
              "price": "$.025/request",
              "kind": "unknown"
            },
            {
              "name": "Search API",
              "price": "$5/1k requests",
              "kind": "usage_rate",
              "unit": "1k request",
              "billed": "usage"
            },
            {
              "name": "Extract, Crawl, Map API",
              "price": "$1/1k requests",
              "kind": "usage_rate",
              "unit": "1k request",
              "billed": "usage"
            },
            {
              "name": "Extract Template API",
              "price": "$3/1k requests",
              "kind": "usage_rate",
              "unit": "1k request",
              "billed": "usage"
            },
            {
              "name": "Media API",
              "price": "$2/GB",
              "kind": "usage_rate",
              "unit": "GB",
              "billed": "usage"
            },
            {
              "name": "Custom",
              "price": "Contact sales",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$5 per 1k request; $1 per 1k request (usage-based)",
        "summary": "$5 per 1k request; $1 per 1k request (usage-based). Nimble offers 5,000 free requests per month, usage-based API pricing from $1 per 1,000 requests, and custom enterprise plans."
      },
      "home_niche": "web-search-api",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "serpapi",
      "name": "SerpApi",
      "url": "https://serpapi.com/",
      "short_summary": "Scrapes Google and other search engines and returns parsed search results as structured JSON via a real-time API",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 25,
            "monthly_usd": 25,
            "commitment": "monthly",
            "basis": "$25/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0/month",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Starter",
              "price": "$25/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Developer",
              "price": "$75/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Production",
              "price": "$150/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Big Data",
              "price": "$275/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Enterprise",
              "price": "Contact sales for pricing",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 25,
        "monthly_usd": 25,
        "headline": "Free plan; paid from $25/mo",
        "summary": "Free plan; paid from $25/mo. SerpAPI offers a freemium model with a free tier (250 searches/month) and paid plans from $25–$275/month based on search volume and throughput, plus custom enterprise pricing."
      },
      "home_niche": "web-search-api",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "traxio",
      "name": "Traxio",
      "url": "https://traxio.ai/",
      "short_summary": "AI social GTM team for founders that posts content in your voice, identifies buyers showing intent across 30+ signals, and starts conversations from your profi…",
      "price": {
        "observed": false,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "Freemium SaaS with a $99/month Founder tier (per seat) after a 7-day free trial; Team plan requires contacting sales."
      },
      "home_niche": "outbound-sales-sdr",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/competitive-monitoring-scraper",
  "summary": {
    "niche": "competitive-monitoring-scraper",
    "sector": "sales-marketing-revops",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Pro median $79/mo (4 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": 4,
          "reliability": "low",
          "median": 79,
          "p25": null,
          "p75": null,
          "status": "median_only"
        }
      ],
      "warnings": [
        "This niche currently has sufficient MCP pricing but insufficient agent pricing."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "competitive-monitoring-scraper"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/competitive-monitoring-scraper",
    "counts": {
      "listings_with_price_capture": 8,
      "listings_with_observed_public_price": 5,
      "providers_with_numeric_monthly_price_latest_scan": 5,
      "like_for_like_comparable_pairs": 4
    },
    "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": 14.5,
        "provider_count": 2,
        "plan_observation_count": 2,
        "data_confidence": 0.15,
        "data_confidence_basis": {
          "provider_component": 0.17,
          "observation_component": 0.1,
          "provider_count": 2,
          "plan_observation_count": 2
        },
        "reliability": "low",
        "members": [
          {
            "provider": "pricewick_by_cybermax",
            "usd": 9.99
          },
          {
            "provider": "amazon_all_in_one_scrape_mcp",
            "usd": 19
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 59,
        "provider_count": 5,
        "plan_observation_count": 6,
        "data_confidence": 0.39,
        "data_confidence_basis": {
          "provider_component": 0.42,
          "observation_component": 0.3,
          "provider_count": 5,
          "plan_observation_count": 6
        },
        "reliability": "medium",
        "members": [
          {
            "provider": "apiclaw_api_server",
            "usd": 29
          },
          {
            "provider": "pricewick_by_cybermax",
            "usd": 29.99
          },
          {
            "provider": "yappers",
            "usd": 59
          },
          {
            "provider": "amazon_data",
            "usd": 99
          },
          {
            "provider": "amazon_all_in_one_scrape_mcp",
            "usd": 234
          }
        ],
        "p25": 29.99,
        "p75": 99
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 8,
      "listings_with_observed_public_price": 5,
      "normalized_observations": 8,
      "comparable_providers": 5,
      "strict_cohorts": 2,
      "exclusion_reasons": {
        "one_time": 6,
        "ambiguous_cadence": 3,
        "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": {
      "one_time": 6,
      "ambiguous_cadence": 3,
      "free_or_zero": 1
    },
    "billing_mix": {
      "freemium": 4,
      "subscription": 1
    },
    "free_tier_share": 0.8,
    "top_providers": [
      {
        "agent_id": "amazon_data",
        "name": "amazon-data",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Premium",
              "monthly_native": 99,
              "monthly_usd": 99,
              "commitment": "monthly",
              "basis": "$99/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Hobby",
                "price": "Free",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Pay As You Go",
                "price": "$0+/month",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Premium",
                "price": "$99+/month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Custom Enterprise",
                "price": "Contact Us",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 99,
          "monthly_usd": 99,
          "headline": "Free plan; paid from $99/mo",
          "summary": "Free plan; paid from $99/mo. Canopy offers a permanent free tier, pay-as-you-go pricing from $0+/month with per-request charges, a Premium tier from $99+/month, and custom enterprise pricing."
        },
        "observed": true
      },
      {
        "agent_id": "apiclaw_api_server",
        "name": "Apiclaw",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Pro",
              "monthly_native": 29,
              "monthly_usd": 29,
              "commitment": "monthly",
              "basis": "$29/month",
              "billing_verified": true
            },
            "currency": "USD",
            "notes": [
              "other prices: Top up $10 (one-time); Basic $69 (one-time); Standard $299 (one-time); Advanced $999 (one-time); Ultimate $4499 (one-time)"
            ],
            "lines": [
              {
                "name": "Top up",
                "price": "$10",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Basic",
                "price": "$69",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Standard",
                "price": "$299",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Advanced",
                "price": "$999",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Ultimate",
                "price": "$4499",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Free",
                "price": "$0/month",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Pro",
                "price": "$29/month",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 29,
          "monthly_usd": 29,
          "headline": "Free plan; paid from $29/mo",
          "summary": "Free plan; paid from $29/mo. APICLaw offers one-time credit packages from $10 and web access ranging from a free plan to Pro at $29/month."
        },
        "observed": true
      },
      {
        "agent_id": "yappers",
        "name": "TopYappers",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Full product",
              "monthly_native": 59,
              "monthly_usd": 59,
              "commitment": "monthly",
              "basis": "$59/month",
              "billing_verified": true
            },
            "annual_option": {
              "line": "Full product (annual billing)",
              "monthly_equivalent_native": 25,
              "total_native": 300
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Enterprise",
                "price": "Custom pricing",
                "kind": "custom"
              },
              {
                "name": "Full product",
                "price": "$59 / month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Full product (annual billing)",
                "price": "$25 / month billed annually ($299 billed annually)",
                "kind": "base_subscription",
                "billed": "annually"
              }
            ]
          },
          "observed": true,
          "billing": "subscription",
          "lowest_monthly_usd": 59,
          "monthly_usd": 59,
          "headline": "From $59/mo; $25/mo equivalent billed annually",
          "summary": "From $59/mo; $25/mo equivalent billed annually. The full product costs $59 per month month-to-month or $299 billed annually, displayed as $25 per month, while enterprise pricing is custom."
        },
        "observed": true
      },
      {
        "agent_id": "competitortracker",
        "name": "Competitortracker",
        "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": "amazon_all_in_one_scrape_mcp",
        "name": "amazon-all-in-one-scrape-mcp",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Starter",
              "monthly_native": 19,
              "monthly_usd": 19,
              "commitment": "monthly",
              "basis": "$19/month",
              "billing_verified": false,
              "billing_note": "the pricing page has a \"Monthly Yearly (-20%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
            },
            "currency": "USD",
            "notes": [
              "billing period unverified: the pricing page has a \"Monthly Yearly (-20%\" toggle and only one state was captured; this may be the annual-billing rate, so the month-to-month price is not verified"
            ],
            "lines": [
              {
                "name": "Free",
                "price": "$0",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Starter",
                "price": "$19",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Professional",
                "price": "$99",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Expert",
                "price": "$369",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Enterprise",
                "price": "Contact Sales",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 19,
          "monthly_usd": 19,
          "headline": "Free plan; paid from $19/mo (billing period unverified: page has a Monthly/Annual toggle)",
          "summary": "Free plan; paid from $19/mo (billing period unverified: page has a Monthly/Annual toggle). Pangolinfo offers a free 60-credit monthly tier, paid monthly credit plans from $19 to $369, and custom enterprise pricing."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "competitive-monitoring-scraper"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "competitive-monitoring-scraper",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "amazon_data"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "amazon_data"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

5 providers, one sortable view

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

Showing only providers with a published price or a free plan. $29 = lowest observed monthly · Free = free to use · Free tier = free plan + paid options.