AI Fraud Monitoring

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    ],
    "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": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 29.95,
        "monthly_usd": 29.95,
        "headline": "Free tier, then from $29.95/mo",
        "summary": "Free tier, then 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": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 149,
        "monthly_usd": 149,
        "headline": "Free tier, then from $149/mo",
        "summary": "Free tier, then from $149/mo. 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": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Free tier + paid plans (price not published)",
        "summary": "VerdictSwarm offers a permanent free allowance of 300 fast and 10 deep scans per day, followed by metered API calls priced at $0.001, $0.01, or $0.03 by scan depth."
      },
      "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": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 299,
        "monthly_usd": 299,
        "headline": "Free tier, then from $299/mo",
        "summary": "Free tier, then 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": "deepfake_sentinel",
      "name": "Deepfake-Sentinel",
      "url": "https://deepfake-sentinel-mcp.vercel.app",
      "short_summary": "Deepfake-Sentinel is a premium micro-service from the M2MCent factory, configured as a Model Context Protocol (MCP) server. Functionality: Analista Forense de…",
      "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": "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": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 5,
        "monthly_usd": 5,
        "headline": "Free tier, then from $5/mo",
        "summary": "Free tier, then from $5/mo. M8ven offers a free plan and a Plus subscription priced at $5/mo, with enterprise features available through custom pricing."
      },
      "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": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No reliable public subscription pricing or billing period was visible on the homepage."
      },
      "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": "identifai_mcp",
      "name": "identifai-mcp",
      "url": "https://smithery.ai/server/root/identifai-mcp",
      "short_summary": "Detect AI-generated images, videos, and audio with identifAI's deepfake detection tools.",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 10,
        "monthly_usd": 10,
        "headline": "Free tier, then from $10/mo",
        "summary": "Free tier, then from $10/mo. Smithery offers a free Hobby tier, a $10/month Pay as You Go plan with included RPC credits, and custom enterprise pricing."
      },
      "evidence_quality": "low",
      "upvotes": 0
    },
    {
      "agent_id": "tokensafe",
      "name": "TokenSafe",
      "url": "https://smithery.ai/server/ampactor-labs/tokensafe",
      "short_summary": "Evaluate Solana SPL tokens for security risks and safety scores instantly. Provides concise risk summaries and screenings to protect against potential threats.…",
      "price": {
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 10,
        "monthly_usd": 10,
        "headline": "Free tier, then from $10/mo",
        "summary": "Free tier, then from $10/mo. Smithery offers a free Hobby tier, a $10/month Pay as You Go plan with usage credits, custom enterprise pricing, and TokenSafe reports priced at $0.008 per API request."
      },
      "evidence_quality": "low",
      "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 · Individual median $15/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": "individual",
          "buyer_tier_label": "Individual",
          "pricing_unit": "flat",
          "pricing_unit_label": "flat monthly",
          "comparable_provider_count": 4,
          "reliability": "low",
          "median": 14.5,
          "p25": null,
          "p75": null,
          "status": "median_only"
        },
        {
          "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"
        }
      ],
      "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": 17,
      "listings_with_observed_public_price": 9,
      "providers_with_numeric_monthly_price_latest_scan": null,
      "like_for_like_comparable_pairs": null
    },
    "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": 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": "identifai_mcp",
            "usd": 10
          },
          {
            "provider": "tokensafe",
            "usd": 10
          },
          {
            "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": 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": "is_it_legit",
            "usd": 5
          },
          {
            "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": 17,
      "listings_with_observed_public_price": 9,
      "normalized_observations": 16,
      "comparable_providers": 7,
      "strict_cohorts": 3,
      "exclusion_reasons": {
        "free_or_zero": 2,
        "ambiguous_cadence": 3,
        "usage_not_monthly": 3,
        "one_time": 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": {
      "free_or_zero": 2,
      "ambiguous_cadence": 3,
      "usage_not_monthly": 3,
      "one_time": 4
    },
    "billing_mix": {
      "freemium": 7,
      "subscription": 1,
      "one-time": 1
    },
    "free_tier_share": 0.78,
    "top_providers": [
      {
        "agent_id": "fraudlabspro",
        "name": "fraudlabspro",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 29.95,
          "monthly_usd": 29.95,
          "headline": "Free tier, then from $29.95/mo",
          "summary": "Free tier, then 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": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 149,
          "monthly_usd": 149,
          "headline": "Free tier, then from $149/mo",
          "summary": "Free tier, then from $149/mo. 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": true,
          "billing": "freemium",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "Free tier + paid plans (price not published)",
          "summary": "VerdictSwarm offers a permanent free allowance of 300 fast and 10 deep scans per day, followed by metered API calls priced at $0.001, $0.01, or $0.03 by scan depth."
        },
        "observed": true
      },
      {
        "agent_id": "chronoverify_mcp",
        "name": "Chronoverify",
        "price": {
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 299,
          "monthly_usd": 299,
          "headline": "Free tier, then from $299/mo",
          "summary": "Free tier, then 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": "deepfake_sentinel",
        "name": "Deepfake-Sentinel",
        "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
      }
    ],
    "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"
      }
    ]
  }
}