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AI Fraud Monitoring

Query this niche via MCPmarket_report({ query: "AI Fraud Monitoring", response_mode: "summary" })
active marketmarket pulse 39/100commercial money present0 new builders in 30d19 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
None priced — too few for a Agents median.
MCP servers · median
$149/mo
$65–$375 middle half · 5 providers · median of every priced plan point, all tiers

All plans — Agents vs MCPs

each dot = one provider · log scale
MCP servers $149
Rug Munch Intelligence · $9
Shumei Anti Fraud Mcp · $19
scamverify · $149
Rug Munch Intelligence · $64
fraudlabspro · $65
Shumei Anti Fraud Mcp · $89
scamverify · $499
Shumei Anti Fraud Mcp · $199
Chronoverify Mcp · $299
fraudlabspro · $375
scamverify · $2,249
$10
$25
$50
$100
$250
$500
$1,000
$2,500
AgentsMCP serversshaded = middle half · line = median
What the figures on this page are. This page is Agentery's fixed-niche view of AI Fraud Monitoring (latest observation 2026-10-16T03:43:44.171Z). 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": "ai-fraud-monitoring",
  "parent_sector": "security",
  "provider_type_pricing": {
    "slug": "ai-fraud-monitoring",
    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
    "blended": {
      "median": 19.48,
      "p25": null,
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    "by_provider_type": {
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        "publishable": false,
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      },
      "mcp": {
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        "publishable": true,
        "confidence": "moderate"
      }
    },
    "recommended_cohort": null,
    "recommendation_reason": "Choose the cohort according to the commercial delivery type being assessed.",
    "fallback_context": null,
    "context_note": null
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    "quoteOnlyProvidersByTier": {
      "individual": 0,
      "pro": 0,
      "team_sme": 0,
      "enterprise": 1
    },
    "billingMix": {
      "freemium": 6,
      "subscription": 1,
      "free": 2,
      "one-time": 1
    },
    "freeTierShare": 0.8,
    "medianLowestUsd": 19.48
  },
  "movement": {
    "niche": "ai-fraud-monitoring",
    "sector": "security",
    "pricedNow": 5,
    "pairs": 5,
    "repriced": [
      {
        "handle": "guava_wallet_intelligence",
        "from": 15,
        "to": 9,
        "pct": -40
      }
    ],
    "newlyPriced": [],
    "droppedFromPriced": [],
    "likeForLikePct": -9.7,
    "kind": "repricing",
    "narrative": "Genuine repricing: 1 agent repriced — all down (avg -9.7%)."
  },
  "index_series": {
    "series": [
      {
        "day": "2026-09-17",
        "index": 100,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-18",
        "index": 100,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-19",
        "index": 100,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-20",
        "index": 100,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-21",
        "index": 100,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-22",
        "index": 100,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-23",
        "index": 100,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-24",
        "index": 100,
        "pairs": 13,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-25",
        "index": 100,
        "pairs": 12,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-26",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-27",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-28",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-29",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-09-30",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-01",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-02",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-03",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-04",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-05",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-06",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-07",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-08",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-09",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-10",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-11",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-12",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-13",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-15",
        "index": 100,
        "pairs": 10,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-16",
        "index": 100,
        "pairs": 10,
        "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": "fraudlabspro",
      "name": "fraudlabspro",
      "url": "https://www.fraudlabspro.com/supported-platforms/mcp",
      "short_summary": "screens order transactions and user-related events like logins or registrations to identify and prevent fraudulent activities",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Mini",
            "monthly_native": 29.95,
            "monthly_usd": 29.95,
            "commitment": "monthly",
            "basis": "$29.95/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Micro",
              "price": "FREE",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Mini",
              "price": "$29.95 per month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Small",
              "price": "$99.95 per month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Medium",
              "price": "$249.95 per month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Large",
              "price": "$499.95 per month",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 29.95,
        "monthly_usd": 29.95,
        "headline": "Free plan; paid from $29.95/mo",
        "summary": "Free plan; paid from $29.95/mo. FraudLabs Pro offers a free Micro plan and paid monthly plans from $29.95 to $499.95, with higher query limits and features on larger plans."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "scamverify",
      "name": "ScamVerify",
      "url": "https://docs.scamverify.ai",
      "short_summary": "scam and threat verification across phone numbers, URLs, text messages, emails, documents, and QR codes",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Starter",
            "monthly_native": 149,
            "monthly_usd": 149,
            "commitment": "monthly",
            "basis": "$149/month",
            "billing_verified": true
          },
          "annual_option": {
            "line": "Starter (annual billing)",
            "monthly_equivalent_native": 124,
            "total_native": 1488
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Free (annual billing)",
              "price": "$0 /mo billed annually",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Starter",
              "price": "$149 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Starter (annual billing)",
              "price": "$124/mo billed yearly",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Professional",
              "price": "$499 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Professional (annual billing)",
              "price": "$415/mo billed yearly",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Business",
              "price": "$1,499 /mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Business (annual billing)",
              "price": "$1,249/mo billed yearly",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Scale",
              "price": "$2,999/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Scale (annual billing)",
              "price": "$2,499/mo billed yearly",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Enterprise",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 149,
        "monthly_usd": 149,
        "headline": "Free plan; paid from $149/mo; $124/mo equivalent billed annually",
        "summary": "Free plan; paid from $149/mo; $124/mo equivalent billed annually. ScamVerify offers a permanent free tier with 150 monthly lookups, followed by paid plans from $149/month or $124/month when billed annually."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "verdictswarm_mcp",
      "name": "VerdictSwarm",
      "url": "https://vswarm.io",
      "short_summary": "analyzes cryptocurrency tokens for security risks using 6 adversarial AI agents that independently analyze, debate, and reach consensus",
      "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": "chronoverify_mcp",
      "name": "Chronoverify",
      "url": "https://chronoverify.com",
      "short_summary": "**Verify a photo's capture time and provenance.** ChronoVerify checks when an image was taken, on what device, whether it carries valid C2PA Content Credential…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Scale",
            "monthly_native": 299,
            "monthly_usd": 299,
            "commitment": "monthly",
            "basis": "$299/month",
            "billing_verified": true
          },
          "rates": [
            {
              "line": "Pay as you go",
              "per": "per image",
              "text": "$0 per image"
            }
          ],
          "currency": "USD",
          "notes": [
            "other prices: Single signed report $49 one time (one-time)"
          ],
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pay as you go",
              "price": "$0.003 / image",
              "kind": "usage_rate",
              "unit": "image",
              "billed": "usage"
            },
            {
              "name": "Single signed report",
              "price": "$49 one time",
              "kind": "one_off",
              "billed": "one_off"
            },
            {
              "name": "Scale",
              "price": "$299 / mo",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 299,
        "monthly_usd": 299,
        "headline": "Free plan; paid from $299/mo",
        "summary": "Free plan; paid from $299/mo. ChronoVerify offers a permanent free tier, usage-based verification at $0.003 per image, a $49 one-time signed report, and a $299 monthly team plan."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "guava_wallet_intelligence",
      "name": "Guava Wallet Intelligence",
      "url": "https://guavaintel.com",
      "short_summary": "Crypto security, honeypot detection, wallet analysis, and token risk scoring across 31 blockchains. Connect AI agents (Claude, Cursor, Windsurf, Devin) to Guav…",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Unnamed offer",
              "price": "0USD",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Unnamed offer",
              "price": "9USD",
              "kind": "unspecified_period"
            },
            {
              "name": "Unnamed offer",
              "price": "49USD",
              "kind": "unspecified_period"
            },
            {
              "name": "Unnamed offer",
              "price": "299USD",
              "kind": "unspecified_period"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free; Unnamed offer $9 (billing period not stated)",
        "summary": "Free; Unnamed offer $9 (billing period not stated). The homepage advertises 10 free scans daily with an upgrade for unlimited usage and exposes four USD offers in structured data, but does not state their billing periods or plan names."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "is_it_legit",
      "name": "is-it-legit by M8ven",
      "url": "https://m8ven.ai/brandcheck",
      "short_summary": "verifies brand and website trustworthiness for purchase safety",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Free account",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. M8ven states that its web tools and free account are available at no cost, while API access is coming soon and larger bespoke volumes require contacting the company."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "plaintext",
      "name": "Plaintext",
      "url": "https://plaintext.fizzl.eu/mcp",
      "short_summary": "Checks a wallet's token and NFT approvals and explains the risk of each one in plain language, so agents and users know what to revoke. Paid via x402 on Base,…",
      "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": "rug_munch_intelligence",
      "name": "Rug Munch Intelligence MCP",
      "url": "https://rugmunch.io",
      "short_summary": "221 AI-powered crypto security tools across 13 blockchains. Scam detection, honeypot checks, wallet forensics, whale tracking, smart contract auditing, market…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Scout",
            "monthly_native": 9,
            "monthly_usd": 9,
            "commitment": "monthly",
            "basis": "$9/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0/mo",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Scout",
              "price": "$9/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Hunter",
              "price": "$29/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$99/mo",
              "kind": "base_subscription",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 9,
        "monthly_usd": 9,
        "headline": "Free plan; paid from $9/mo",
        "summary": "Free plan; paid from $9/mo. Rug Munch offers a free plan plus monthly Scout, Hunter, and Pro subscriptions priced from $9 to $99 per month."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "token_safety",
      "name": "SafeAgent Token Safety",
      "url": "https://safeagent.dev",
      "short_summary": "Token safety for AI agents. 27 scam patterns, real honeypot simulation via DEX swap testing, 6 EVM chains. 38 MCP tools including DeFi data, agent economy with…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing plans or reliable subscription prices were observed on the homepage."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "vetagent",
      "name": "Vetagent",
      "url": "https://vetagent.dev/",
      "short_summary": "Pre-trade token safety check for AI agents. Simulates a sell before you buy, then returns one low/medium/high/unknown verdict with the signals behind it: sella…",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "0USD",
              "kind": "free",
              "billed": "monthly"
            }
          ]
        },
        "observed": true,
        "billing": "free",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free",
        "summary": "Free. VetAgent is presented as free to use with no API key or signup required."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [],
  "page_url": "https://agentery.com/market/ai-fraud-monitoring",
  "summary": {
    "niche": "ai-fraud-monitoring",
    "sector": "security",
    "pricing_by_provider_type": {
      "headline": "Prices differ by provider type and buyer tier — no blended headline is used. Strongest cohort: MCP servers · Pro median $77/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": 76.97,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "provider_type": "mcp",
          "provider_type_label": "MCP servers",
          "buyer_tier": "team_sme",
          "buyer_tier_label": "Team / SME",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 4,
          "reliability": "low",
          "median": 336.98,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "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": 3,
          "reliability": "low",
          "median": 19,
          "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": "ai-fraud-monitoring"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/ai-fraud-monitoring",
    "counts": {
      "listings_with_price_capture": 19,
      "listings_with_observed_public_price": 10,
      "providers_with_numeric_monthly_price_latest_scan": 5,
      "like_for_like_comparable_pairs": 5
    },
    "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": 19,
        "provider_count": 3,
        "plan_observation_count": 4,
        "data_confidence": 0.24,
        "data_confidence_basis": {
          "provider_component": 0.25,
          "observation_component": 0.2,
          "provider_count": 3,
          "plan_observation_count": 4
        },
        "reliability": "low",
        "members": [
          {
            "provider": "rug_munch_intelligence",
            "usd": 9
          },
          {
            "provider": "shumei_anti_fraud_mcp",
            "usd": 19
          },
          {
            "provider": "scamverify",
            "usd": 149
          }
        ]
      },
      {
        "tier": "pro",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 76.97,
        "provider_count": 4,
        "plan_observation_count": 6,
        "data_confidence": 0.33,
        "data_confidence_basis": {
          "provider_component": 0.33,
          "observation_component": 0.3,
          "provider_count": 4,
          "plan_observation_count": 6
        },
        "reliability": "low",
        "members": [
          {
            "provider": "rug_munch_intelligence",
            "usd": 64
          },
          {
            "provider": "fraudlabspro",
            "usd": 64.95
          },
          {
            "provider": "shumei_anti_fraud_mcp",
            "usd": 89
          },
          {
            "provider": "scamverify",
            "usd": 499
          }
        ]
      },
      {
        "tier": "team_sme",
        "currency": "USD",
        "period": "month",
        "unit": "flat",
        "median": 336.98,
        "provider_count": 4,
        "plan_observation_count": 6,
        "data_confidence": 0.33,
        "data_confidence_basis": {
          "provider_component": 0.33,
          "observation_component": 0.3,
          "provider_count": 4,
          "plan_observation_count": 6
        },
        "reliability": "low",
        "members": [
          {
            "provider": "shumei_anti_fraud_mcp",
            "usd": 199
          },
          {
            "provider": "chronoverify_mcp",
            "usd": 299
          },
          {
            "provider": "fraudlabspro",
            "usd": 374.95
          },
          {
            "provider": "scamverify",
            "usd": 2249
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 19,
      "listings_with_observed_public_price": 10,
      "normalized_observations": 16,
      "comparable_providers": 5,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "promo": 1,
        "one_time": 4,
        "ambiguous_cadence": 4
      }
    },
    "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": {
      "promo": 1,
      "one_time": 4,
      "ambiguous_cadence": 4
    },
    "billing_mix": {
      "freemium": 6,
      "subscription": 1,
      "free": 2,
      "one-time": 1
    },
    "free_tier_share": 0.8,
    "top_providers": [
      {
        "agent_id": "fraudlabspro",
        "name": "fraudlabspro",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Mini",
              "monthly_native": 29.95,
              "monthly_usd": 29.95,
              "commitment": "monthly",
              "basis": "$29.95/month",
              "billing_verified": true
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Micro",
                "price": "FREE",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Mini",
                "price": "$29.95 per month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Small",
                "price": "$99.95 per month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Medium",
                "price": "$249.95 per month",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Large",
                "price": "$499.95 per month",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 29.95,
          "monthly_usd": 29.95,
          "headline": "Free plan; paid from $29.95/mo",
          "summary": "Free plan; paid from $29.95/mo. FraudLabs Pro offers a free Micro plan and paid monthly plans from $29.95 to $499.95, with higher query limits and features on larger plans."
        },
        "observed": true
      },
      {
        "agent_id": "scamverify",
        "name": "ScamVerify",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Starter",
              "monthly_native": 149,
              "monthly_usd": 149,
              "commitment": "monthly",
              "basis": "$149/month",
              "billing_verified": true
            },
            "annual_option": {
              "line": "Starter (annual billing)",
              "monthly_equivalent_native": 124,
              "total_native": 1488
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$0",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Free (annual billing)",
                "price": "$0 /mo billed annually",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Starter",
                "price": "$149 /mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Starter (annual billing)",
                "price": "$124/mo billed yearly",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "Professional",
                "price": "$499 /mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Professional (annual billing)",
                "price": "$415/mo billed yearly",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "Business",
                "price": "$1,499 /mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Business (annual billing)",
                "price": "$1,249/mo billed yearly",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "Scale",
                "price": "$2,999/mo",
                "kind": "base_subscription",
                "billed": "monthly"
              },
              {
                "name": "Scale (annual billing)",
                "price": "$2,499/mo billed yearly",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "Enterprise",
                "price": "Custom",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 149,
          "monthly_usd": 149,
          "headline": "Free plan; paid from $149/mo; $124/mo equivalent billed annually",
          "summary": "Free plan; paid from $149/mo; $124/mo equivalent billed annually. ScamVerify offers a permanent free tier with 150 monthly lookups, followed by paid plans from $149/month or $124/month when billed annually."
        },
        "observed": true
      },
      {
        "agent_id": "verdictswarm_mcp",
        "name": "VerdictSwarm",
        "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": "chronoverify_mcp",
        "name": "Chronoverify",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Scale",
              "monthly_native": 299,
              "monthly_usd": 299,
              "commitment": "monthly",
              "basis": "$299/month",
              "billing_verified": true
            },
            "rates": [
              {
                "line": "Pay as you go",
                "per": "per image",
                "text": "$0 per image"
              }
            ],
            "currency": "USD",
            "notes": [
              "other prices: Single signed report $49 one time (one-time)"
            ],
            "lines": [
              {
                "name": "Free",
                "price": "$0",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Pay as you go",
                "price": "$0.003 / image",
                "kind": "usage_rate",
                "unit": "image",
                "billed": "usage"
              },
              {
                "name": "Single signed report",
                "price": "$49 one time",
                "kind": "one_off",
                "billed": "one_off"
              },
              {
                "name": "Scale",
                "price": "$299 / mo",
                "kind": "base_subscription",
                "billed": "monthly"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 299,
          "monthly_usd": 299,
          "headline": "Free plan; paid from $299/mo",
          "summary": "Free plan; paid from $299/mo. ChronoVerify offers a permanent free tier, usage-based verification at $0.003 per image, a $49 one-time signed report, and a $299 monthly team plan."
        },
        "observed": true
      },
      {
        "agent_id": "guava_wallet_intelligence",
        "name": "Guava Wallet Intelligence",
        "price": {
          "commercial": {
            "currency": "USD",
            "lines": [
              {
                "name": "Unnamed offer",
                "price": "0USD",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Unnamed offer",
                "price": "9USD",
                "kind": "unspecified_period"
              },
              {
                "name": "Unnamed offer",
                "price": "49USD",
                "kind": "unspecified_period"
              },
              {
                "name": "Unnamed offer",
                "price": "299USD",
                "kind": "unspecified_period"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free; Unnamed offer $9 (billing period not stated)",
          "summary": "Free; Unnamed offer $9 (billing period not stated). The homepage advertises 10 free scans daily with an upgrade for unlimited usage and exposes four USD offers in structured data, but does not state their billing periods or plan names."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "ai-fraud-monitoring"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "ai-fraud-monitoring",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "fraudlabspro"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "fraudlabspro"
        },
        "purpose": "full profile, integrations and pricing for one provider"
      }
    ]
  }
}
Full market

9 providers, one sortable view

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

ProviderTypeFromVs niche medianLiveness
fraudlabsproscreens order transactions and user-related events like logins or registrations to identify and prevent fraudulent activities
mcp$29.95from / mo61.1% below100% livemcp61.1% below median100% live
ScamVerifyscam and threat verification across phone numbers, URLs, text messages, emails, documents, and QR codes
mcp$149from / mo93.6% above0% livemcp93.6% above median0% live
Chronoverify**Verify a photo's capture time and provenance.** ChronoVerify checks when an image was taken, on what device, whether it carries valid C2PA Content Credential…
mcp$299from / mo288.5% above100% livemcp288.5% above median100% live
Guava Wallet IntelligenceCrypto security, honeypot detection, wallet analysis, and token risk scoring across 31 blockchains. Connect AI agents (Claude, Cursor, Windsurf, Devin) to Guav…
mcpFree tierpaid plans vary—100% livemcp100% live
is-it-legit by M8venverifies brand and website trustworthiness for purchase safety
mcpFreefree to use—100% livemcp100% live
RMRug Munch Intelligence MCP221 AI-powered crypto security tools across 13 blockchains. Scam detection, honeypot checks, wallet forensics, whale tracking, smart contract auditing, market…
mcp$9from / mo88.3% below100% livemcp88.3% below median100% live
VVetagentPre-trade token safety check for AI agents. Simulates a sell before you buy, then returns one low/medium/high/unknown verdict with the signals behind it: sella…
mcpFreefree to use—100% livemcp100% live
TokenSafeEvaluate Solana SPL tokens for security risks and safety scores instantly. Provides concise risk summaries and screenings to protect against potential threats.…
mcpFree tierpaid plans vary—100% livemcp100% live
Shumei Anti FraudMCP server that provides real-time fraud detection and content moderation capabilities for AI agents. Analyzes text, images, audio, and device identifiers to d…
mcp$9from / mo88.3% below100% livemcp88.3% below median100% live
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.