{"uid":"cap_JZlwIlNUTUzI92fYvPB_h","slug":"sweetai-trust-forensics-for-erc-8004-ai-agent-91ee05d6","name":"SweetAI Trust Forensics for ERC-8004 AI Agent","description":"Sybil forensics for one ERC-8004 AI agent: reviewer concentration, ghost reviewers, burst detection","url":"https://sweetai.tiamatcrypto.com/api/v1/agent/97287/trust-forensics?utm_source=zero.xyz","method":"GET","headers":{},"bodySchema":{"type":"object","$schema":"https://json-schema.org/draft/2020-12/schema","required":["input"],"properties":{"input":{"type":"object","required":["type","method"],"properties":{"type":{"type":"string","const":"http"},"method":{"enum":["GET","HEAD","DELETE"],"type":"string"},"queryParams":{"type":"object","properties":{"limit":{"type":"integer","description":"Max agents in overview (1-200)"}}}},"additionalProperties":false},"output":{"type":"object","required":["type"],"properties":{"type":{"type":"string"},"example":{"type":"object"}}}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.01","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"probe","requiresHandshake":false,"reviewCount":0,"rating":{"score":"0.00","successRate":"0.00","reviews":0,"stars":null,"state":"unrated"},"availabilityStatus":"unknown","priceObserved":null,"sessionDeposit":null,"pricing":{"kind":"static","summary":"$0.01/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.01","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_OEO-E9WX7O9_TBic1Ys9i","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.01","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Returns Sybil forensics analysis for a specific ERC-8004 AI agent including reviewer concentration, ghost reviewer detection, and burst activity patterns","exampleAgentPrompt":"Run a Sybil forensics check on ERC-8004 agent 97287 — I want to see reviewer concentration, any ghost reviewers, and burst detection signals before I decide whether to trust it.","exampleUseCases":[{"title":"Pre-payment trust audit for AI agent","prompt":"Before I send any USDC to that on-chain AI agent, can you pull the Sybil forensics report for agent 97287 and tell me if its reviews look organic or concentrated and bursty?"},{"title":"Ghost reviewer investigation for agent marketplace","prompt":"I'm vetting agents on the ERC-8004 marketplace — run a ghost reviewer and burst detection analysis on agent 97287 so I can flag any that look manipulated."},{"title":"Reviewer concentration check before integration","prompt":"We're about to integrate agent 97287 into our pipeline — can you check SweetAI's trust forensics for that agent and see if the reviewer base is dangerously concentrated or shows Sybil patterns?"}],"resultDescription":"A forensics report for the specified ERC-8004 agent covering: reviewer concentration metrics (how few wallets account for bulk of reviews), ghost reviewer detection (inactive or bot-like reviewer wallets), and burst detection (abnormal spikes in review activity suggesting coordinated manipulation). The report helps assess whether the agent's on-chain reputation is organic or artificially inflated.","failureModes":["Agent ID not found or not indexed — returns 404 or empty result","Rate limiting or payment failure — returns 402 or 429","Limit parameter out of range (must be 1-200) — returns 400 validation error","Agent has insufficient review history for meaningful forensics — sparse data warning","Network/chain data lag causing stale forensics snapshot"],"whenToPreferThis":"Use this endpoint when you need to forensically evaluate a specific ERC-8004 AI agent's review integrity before paying it, integrating with it, or trusting its on-chain reputation score. Prefer this over general trust overview endpoints when you want granular Sybil-specific signals (concentration, ghost accounts, bursts) rather than aggregate scores.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-11T12:47:09.401Z","isFirstParty":false,"canonicalSlug":"sweetai-trust-forensics-for-erc-8004-ai-agent-91ee05d6"}