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Fraud Detection Finance

Query this niche via MCPmarket_report({ query: "Fraud Detection Finance", response_mode: "summary" })
active marketmarket pulse 46/100commercial money present0 new builders in 30d21 listings
basis: all observed monthly plans · commercial-form-v2
Agents · median
None priced — too few for a Agents median.
MCP servers · median
None priced — too few for a MCP servers median.

All plans — Agents vs MCPs

each dot = one provider · log scale
No providers priced at the All tier yet.

All plans

0 priced
Providervs its cohort medianMonthly
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 Fraud Detection Finance (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": "fraud-detection-finance",
  "parent_sector": "financial-services",
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    "pricing_basis": "lowest_observed_monthly_usd",
    "provider_type_methodology": "commercial-form-v2",
    "provider_type_methodology_published_at": "2026-07-31",
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        "publishable": false,
        "confidence": "insufficient",
        "reason": "Fewer than three comparable priced Agent-economy products are available."
      },
      "mcp": {
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        "providers": 0,
        "publishable": false,
        "confidence": "insufficient",
        "reason": "Fewer than three comparable priced MCP servers are available."
      }
    },
    "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": "crowded",
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  "adjacent_niches": [
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    "ai-banking-chatbot",
    "equity-research-agent",
    "wealth-management-copilot",
    "credit-scoring-agent",
    "options-strategy-agent"
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  "market_pulse": {
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      },
      {
        "day": "2026-10-13",
        "index": 100,
        "pairs": 2,
        "dayChangePct": 0
      },
      {
        "day": "2026-10-14",
        "index": 100,
        "pairs": 2,
        "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": "baseguard_walletguard",
      "name": "TokenGuard",
      "url": "https://tokenguard.net/",
      "short_summary": "verifies token safety and assesses wallet risk for blockchain transactions",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "PumpGuard",
              "per": "per verdict",
              "text": "$0.02 per verdict"
            },
            {
              "line": "BaseGuard Lite",
              "per": "per verdict",
              "text": "$0.02 per verdict"
            },
            {
              "line": "BaseGuard Full",
              "per": "per verdict",
              "text": "$0.2 per verdict"
            },
            {
              "line": "WalletGuard",
              "per": "per verdict",
              "text": "$0.1 per verdict"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "PumpGuard",
              "price": "$0.02 / verdict",
              "kind": "usage_rate",
              "unit": "verdict",
              "billed": "usage"
            },
            {
              "name": "BaseGuard Lite",
              "price": "$0.02 / verdict",
              "kind": "usage_rate",
              "unit": "verdict",
              "billed": "usage"
            },
            {
              "name": "BaseGuard Full",
              "price": "$0.20 / verdict",
              "kind": "usage_rate",
              "unit": "verdict",
              "billed": "usage"
            },
            {
              "name": "WalletGuard",
              "price": "$0.10 / verdict",
              "kind": "usage_rate",
              "unit": "verdict",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "usage",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$0.02 per verdict; $0.2 per verdict (usage-based)",
        "summary": "$0.02 per verdict; $0.2 per verdict (usage-based). TokenGuard charges per verdict, with publicly listed rates from $0.02 to $0.20 and no monthly subscription."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "scam_shield_by_brokerchooser",
      "name": "Scam Shield By Brokerchooser",
      "url": "https://brokerchooser.com/scamshield-mcp-server",
      "short_summary": "verifies whether a financial entity, broker, or investment website is legitimate or potentially fraudulent",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "The MCP server is publicly accessible with rate limits, but no public pricing is stated."
      },
      "evidence_quality": "high",
      "upvotes": 0
    },
    {
      "agent_id": "txrisk",
      "name": "Txrisk",
      "url": "https://txrisk.xyz/",
      "short_summary": "bounded risk-decision analysis for wallets, approvals, transfers, webhook verification, lead qualification, and support telemetry",
      "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": "ai_agents_for_financial_crime_",
      "name": "Ai Agents For Financial Crime",
      "url": "https://hummingbird.co/platform/ai",
      "short_summary": "automates routine financial crime compliance casework including SAR filing, entity research, case reviews, and narrative writing",
      "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": "aml_agent",
      "name": "AML Agent",
      "url": "https://lyzr.ai/blueprints/banking/aml-agent",
      "short_summary": "automates AML compliance checks, customer due diligence, suspicious transaction detection, KYC, ongoing monitoring, and PEP/sanctions screening",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Annual offering",
            "monthly_native": 8333.33,
            "monthly_usd": 8333.333333333334,
            "commitment": "annual",
            "basis": "$100,000/year (annual commitment) = $8,333/month equivalent"
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "$0",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Annual offering",
              "price": "$100K a year, to start",
              "kind": "base_subscription",
              "billed": "annually"
            },
            {
              "name": "Custom",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 8333.333333333334,
        "monthly_usd": 8333.333333333334,
        "headline": "Free plan; paid from $8,333/mo (annual commitment)",
        "summary": "Free plan; paid from $8,333/mo (annual commitment). Lyzr advertises a free-forever option, an annual offering starting at $100K, and custom pricing."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "aws_marketplace",
      "name": "Aws Marketplace",
      "url": "https://aws.amazon.com/marketplace/pp/prodview-3w4qlbeydrsy4",
      "short_summary": "detects fraud by verifying proof-of-address documents and identifying inconsistencies/anomalies indicating potential fraud",
      "price": {
        "commercial": {
          "currency": "USD",
          "lines": []
        },
        "observed": true,
        "billing": "contact_sales",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "Contact sales (no public price)",
        "summary": "Contact sales (no public price). Pricing is not publicly displayed; contact sales via 'Request private offer' or 'Request Consultation' for a quote."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "b20check",
      "name": "B20check",
      "url": "https://b20check.com     ",
      "short_summary": "Verify B20 tokens on Base: issuer powers, imposter detection, signed EIP-712 verdicts.",
      "price": {
        "commercial": {
          "rates": [
            {
              "line": "Paid verification",
              "per": "per token",
              "text": "$0.01 per token"
            }
          ],
          "currency": "USD",
          "lines": [
            {
              "name": "Free demo route",
              "price": "free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Paid verification",
              "price": "$0.01 a call",
              "kind": "usage_rate",
              "unit": "token",
              "billed": "usage"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "$0.01 per token (usage-based)",
        "summary": "$0.01 per token (usage-based). B20 Check offers a rate-limited free demo and paid token verification at $0.01 per call with no subscription."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "beam_transaction_monitoring",
      "name": "Transaction Monitoring AI Agent",
      "url": "https://beam.ai/agents/transaction-monitoring-assistant",
      "short_summary": "Monitors transactions for AML, scores alerts, auto-disposes noise (false positives), and prepares investigations/cases",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "Pro",
            "monthly_native": 50,
            "monthly_usd": 50,
            "commitment": "monthly",
            "basis": "$50/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "Free",
              "price": "Free",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "Pro",
              "price": "$50/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Scale Plan",
              "price": "$3990/month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "Custom Plan",
              "price": "Custom",
              "kind": "custom"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 50,
        "monthly_usd": 50,
        "headline": "Free plan; paid from $50/mo",
        "summary": "Free plan; paid from $50/mo. Beam AI offers a free tier, a $50/month Pro plan, a $3990/month Scale plan, and custom pricing for tailored deployments."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "castellum_ai",
      "name": "Castellum Ai",
      "url": "https://www.castellum.ai/products/transaction-monitoring-agent",
      "short_summary": "Monitors transactions in real time, flags and adjudicates suspicious activity, automates alert review, documentation and escalation for AML/fraud compliance",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public pricing is shown for Castellum.AI’s transaction monitoring agent; the site directs buyers to schedule an enterprise demo."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    },
    {
      "agent_id": "counterparty_intelligence",
      "name": "Counterparty Intelligence",
      "url": "https://crestsystems.ai",
      "short_summary": "Before an agent pays a wallet, buys a token, or extends another agent credit, it needs to know what is on the other side. Most scanners read only the contract…",
      "price": {
        "observed": false,
        "billing": "failed_to_load",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "evidence_quality": "medium",
      "upvotes": 0
    }
  ],
  "platforms_also_here": [
    {
      "agent_id": "appliedai_studio",
      "name": "Applied AI Studio",
      "url": "https://studio.appliedai.club/finance",
      "short_summary": "Builds custom AI systems for finance teams that extract, compare, and flag issues for invoice matching, fraud/duplicate detection, revenue recognition (ASC 606…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "home_niche": "accounts-payable-automation",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "falkordb",
      "name": "Falkordb",
      "url": "https://www.falkordb.com/",
      "short_summary": "Graph database optimized for GraphRAG and agentic AI. Combines knowledge graphs with vector search to reduce hallucinations, enable persistent agent memory, an…",
      "price": {
        "commercial": {
          "entry_offer": {
            "line": "STARTUP",
            "monthly_native": 73,
            "monthly_usd": 73,
            "commitment": "monthly",
            "basis": "$73/month",
            "billing_verified": true
          },
          "currency": "USD",
          "lines": [
            {
              "name": "FREE",
              "price": "FREE",
              "kind": "free",
              "billed": "monthly"
            },
            {
              "name": "STARTUP",
              "price": "From $73/1GB/Month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "PRO",
              "price": "From $350/8GB/Month",
              "kind": "base_subscription",
              "billed": "monthly"
            },
            {
              "name": "ENTERPRISE",
              "price": "Tailored Pricing",
              "kind": "unknown"
            }
          ]
        },
        "observed": true,
        "billing": "freemium",
        "lowest_monthly_usd": 73,
        "monthly_usd": 73,
        "headline": "Free plan; paid from $73/mo",
        "summary": "Free plan; paid from $73/mo. FalkorDB offers a free plan, paid Startup and Pro plans from $73 and $350 per month respectively, and tailored Enterprise pricing."
      },
      "home_niche": "agent-memory-systems",
      "also_covers": true,
      "upvotes": 0
    },
    {
      "agent_id": "fintegration_ai",
      "name": "Fintegration Ai",
      "url": "https://fintegrationfs.com/fintegrationai",
      "short_summary": "AI framework for financial services that enables development and deployment of specialized AI agents for document review, compliance monitoring, fraud detectio…",
      "price": {
        "observed": false,
        "billing": "not_found",
        "lowest_monthly_usd": null,
        "monthly_usd": null,
        "headline": "No public price found",
        "summary": "No public price found on the vendor site."
      },
      "home_niche": "vertical-ai-agent-platform",
      "also_covers": true,
      "upvotes": 0
    }
  ],
  "page_url": "https://agentery.com/market/fraud-detection-finance",
  "summary": {
    "niche": "fraud-detection-finance",
    "sector": "financial-services",
    "pricing_by_provider_type": {
      "headline": "No published benchmark for fraud-detection-finance yet — too few comparable priced providers.",
      "benchmarks": [],
      "warnings": [
        "No priced providers meet the benchmark bar for this scope."
      ],
      "full_pricing_via": {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "fraud-detection-finance"
        },
        "note": "add provider_type + buyer_tier for a specific cohort"
      }
    },
    "page_url": "https://agentery.com/market/fraud-detection-finance",
    "counts": {
      "listings_with_price_capture": 21,
      "listings_with_observed_public_price": 8,
      "providers_with_numeric_monthly_price_latest_scan": 2,
      "like_for_like_comparable_pairs": 1
    },
    "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": "observed_offers_only",
    "pricing_by_tier": null,
    "observed_offers": [
      {
        "billing": "monthly",
        "unit": "flat",
        "count": 3,
        "offers": [
          {
            "provider": "aml_agent",
            "tier": "individual",
            "billing": "monthly",
            "unit": "flat",
            "price": "$100K a year, to start",
            "monthly_usd": 8.33
          },
          {
            "provider": "beam_transaction_monitoring",
            "tier": "pro",
            "billing": "monthly",
            "unit": "flat",
            "price": "$50/month",
            "monthly_usd": 50
          },
          {
            "provider": "beam_transaction_monitoring",
            "tier": "team_sme",
            "billing": "monthly",
            "unit": "flat",
            "price": "$3990/month",
            "monthly_usd": 3990
          }
        ]
      },
      {
        "billing": "usage",
        "unit": "flat",
        "count": 11,
        "offers": [
          {
            "provider": "b20check",
            "tier": "individual",
            "billing": "usage",
            "unit": "flat",
            "price": "$0.01 a call",
            "monthly_usd": null
          },
          {
            "provider": "baseguard_walletguard",
            "tier": "individual",
            "billing": "usage",
            "unit": "flat",
            "price": "$0.02 / verdict",
            "monthly_usd": null
          },
          {
            "provider": "baseguard_walletguard",
            "tier": "individual",
            "billing": "usage",
            "unit": "flat",
            "price": "$0.02 / verdict",
            "monthly_usd": null
          },
          {
            "provider": "baseguard_walletguard",
            "tier": "individual",
            "billing": "usage",
            "unit": "flat",
            "price": "$0.20 / verdict",
            "monthly_usd": null
          },
          {
            "provider": "baseguard_walletguard",
            "tier": "individual",
            "billing": "usage",
            "unit": "flat",
            "price": "$0.10 / verdict",
            "monthly_usd": null
          },
          {
            "provider": "x402_seller",
            "tier": "individual",
            "billing": "usage",
            "unit": "flat",
            "price": "$0.08",
            "monthly_usd": null
          },
          {
            "provider": "x402_seller",
            "tier": "individual",
            "billing": "usage",
            "unit": "flat",
            "price": "$0.05",
            "monthly_usd": null
          },
          {
            "provider": "x402_seller",
            "tier": "individual",
            "billing": "usage",
            "unit": "flat",
            "price": "$0.03",
            "monthly_usd": null
          },
          {
            "provider": "x402_seller",
            "tier": "individual",
            "billing": "usage",
            "unit": "flat",
            "price": "$0.01",
            "monthly_usd": null
          },
          {
            "provider": "x402_seller",
            "tier": "individual",
            "billing": "usage",
            "unit": "flat",
            "price": "$0.005",
            "monthly_usd": null
          },
          {
            "provider": "x402_seller",
            "tier": "individual",
            "billing": "usage",
            "unit": "flat",
            "price": "$1",
            "monthly_usd": null
          }
        ]
      },
      {
        "billing": "unspecified_period",
        "unit": "flat",
        "count": 2,
        "offers": [
          {
            "provider": "aml_agent",
            "tier": "enterprise",
            "billing": "unspecified_period",
            "unit": "flat",
            "price": "Custom",
            "monthly_usd": null
          },
          {
            "provider": "beam_transaction_monitoring",
            "tier": "enterprise",
            "billing": "unspecified_period",
            "unit": "flat",
            "price": "Custom",
            "monthly_usd": null
          }
        ]
      }
    ],
    "pricing_coverage": {
      "listings_with_price_capture": 21,
      "listings_with_observed_public_price": 8,
      "normalized_observations": 3,
      "comparable_providers": 2,
      "strict_cohorts": 0,
      "exclusion_reasons": {
        "usage_not_monthly": 11,
        "ambiguous_cadence": 2
      }
    },
    "pricing_note": "No comparable cohort formed (a benchmark needs >=2 providers sharing a buyer tier AND billing unit). observed_offers lists the REAL provider offers, grouped and labelled by billing type — each is a single observed price, never aggregated across mixed units, periods or tiers.",
    "pricing_excluded_observations": {
      "usage_not_monthly": 11,
      "ambiguous_cadence": 2
    },
    "billing_mix": {
      "contact_sales": 1,
      "freemium": 3,
      "usage": 2,
      "free": 2
    },
    "free_tier_share": 0.63,
    "top_providers": [
      {
        "agent_id": "baseguard_walletguard",
        "name": "TokenGuard",
        "price": {
          "commercial": {
            "rates": [
              {
                "line": "PumpGuard",
                "per": "per verdict",
                "text": "$0.02 per verdict"
              },
              {
                "line": "BaseGuard Lite",
                "per": "per verdict",
                "text": "$0.02 per verdict"
              },
              {
                "line": "BaseGuard Full",
                "per": "per verdict",
                "text": "$0.2 per verdict"
              },
              {
                "line": "WalletGuard",
                "per": "per verdict",
                "text": "$0.1 per verdict"
              }
            ],
            "currency": "USD",
            "lines": [
              {
                "name": "PumpGuard",
                "price": "$0.02 / verdict",
                "kind": "usage_rate",
                "unit": "verdict",
                "billed": "usage"
              },
              {
                "name": "BaseGuard Lite",
                "price": "$0.02 / verdict",
                "kind": "usage_rate",
                "unit": "verdict",
                "billed": "usage"
              },
              {
                "name": "BaseGuard Full",
                "price": "$0.20 / verdict",
                "kind": "usage_rate",
                "unit": "verdict",
                "billed": "usage"
              },
              {
                "name": "WalletGuard",
                "price": "$0.10 / verdict",
                "kind": "usage_rate",
                "unit": "verdict",
                "billed": "usage"
              }
            ]
          },
          "observed": true,
          "billing": "usage",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "$0.02 per verdict; $0.2 per verdict (usage-based)",
          "summary": "$0.02 per verdict; $0.2 per verdict (usage-based). TokenGuard charges per verdict, with publicly listed rates from $0.02 to $0.20 and no monthly subscription."
        },
        "observed": true
      },
      {
        "agent_id": "scam_shield_by_brokerchooser",
        "name": "Scam Shield By Brokerchooser",
        "price": {
          "observed": false,
          "billing": "not_found",
          "lowest_monthly_usd": null,
          "monthly_usd": null,
          "headline": "No public price found",
          "summary": "The MCP server is publicly accessible with rate limits, but no public pricing is stated."
        },
        "observed": false
      },
      {
        "agent_id": "txrisk",
        "name": "Txrisk",
        "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": "ai_agents_for_financial_crime_",
        "name": "Ai Agents For Financial Crime",
        "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": "aml_agent",
        "name": "AML Agent",
        "price": {
          "commercial": {
            "entry_offer": {
              "line": "Annual offering",
              "monthly_native": 8333.33,
              "monthly_usd": 8333.333333333334,
              "commitment": "annual",
              "basis": "$100,000/year (annual commitment) = $8,333/month equivalent"
            },
            "currency": "USD",
            "lines": [
              {
                "name": "Free",
                "price": "$0",
                "kind": "free",
                "billed": "monthly"
              },
              {
                "name": "Annual offering",
                "price": "$100K a year, to start",
                "kind": "base_subscription",
                "billed": "annually"
              },
              {
                "name": "Custom",
                "price": "Custom",
                "kind": "custom"
              }
            ]
          },
          "observed": true,
          "billing": "freemium",
          "lowest_monthly_usd": 8333.333333333334,
          "monthly_usd": 8333.333333333334,
          "headline": "Free plan; paid from $8,333/mo (annual commitment)",
          "summary": "Free plan; paid from $8,333/mo (annual commitment). Lyzr advertises a free-forever option, an annual offering starting at $100K, and custom pricing."
        },
        "observed": true
      }
    ],
    "suggested_next_calls": [
      {
        "tool": "price_benchmark",
        "arguments": {
          "niche": "fraud-detection-finance"
        },
        "purpose": "full observed price distribution + per-tier medians for this niche"
      },
      {
        "tool": "niche_report",
        "arguments": {
          "niche": "fraud-detection-finance",
          "response_mode": "full"
        },
        "purpose": "the complete report incl. index series and tier decomposition"
      },
      {
        "tool": "suggest_alternatives",
        "arguments": {
          "agent_id": "baseguard_walletguard"
        },
        "purpose": "comparable (optionally cheaper) providers to a named agent"
      },
      {
        "tool": "get_agent_profile",
        "arguments": {
          "agent_id": "baseguard_walletguard"
        },
        "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.