{"uid":"cap_4AK-mxRF2sZbeDk2I6SQ8","slug":"sweetai-erc-8004-agent-trust-forensics-3c09e82f","name":"SweetAI ERC-8004 Agent Trust Forensics","description":"Sybil forensics for one ERC-8004 AI agent: reviewer concentration, ghost reviewers, burst detection. Use to check if an agent's reputation is real","url":"https://sweetai.tiamatcrypto.com/api/v1/agent/AGENT_ID/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_I0yuzYTYoJHmXPxm20szN","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":"Runs Sybil forensic analysis on a single ERC-8004 AI agent, detecting reviewer concentration, ghost reviewers, and burst review patterns to determine if its reputation is authentic.","exampleAgentPrompt":"Run a Sybil forensics check on agent 0xabc123 — I want to see reviewer concentration, ghost reviewer signals, and burst detection before I trust its reputation.","exampleUseCases":[{"title":"Due diligence before hiring an agent","prompt":"Before I pay agent 0xdef456 for its data service, can you run a full trust forensics audit on it — I need to know if its reviewers look organic or coordinated, and whether there were any burst events?"},{"title":"Marketplace integrity check","prompt":"I'm evaluating a shortlist of ERC-8004 agents and I need you to check whether agent 0x9f12ab has any ghost reviewer or Sybil concentration patterns that would suggest its reputation score was gamed."},{"title":"Detecting review farm manipulation","prompt":"Something looks off about this agent's rating history — can you run the SweetAI trust forensics on agent 0x7734cd and tell me if there's evidence of burst reviews or fake concentrated reviewers?"}],"resultDescription":"Returns a forensic report for the specified ERC-8004 agent including reviewer concentration metrics (how tightly clustered the reviewers are), ghost reviewer detection (accounts with no activity outside reviews of this agent), and burst detection (sudden spikes in review volume suggesting coordinated campaigns), along with an overall Sybil risk assessment indicating whether the agent's reputation appears organic or manipulated.","failureModes":["Unknown or unregistered AGENT_ID returns 404 or empty result","Agent has insufficient review history for meaningful forensics","Rate limiting or payment failure via x402 protocol returns 402","Malformed AGENT_ID path parameter causes 400 error","Agent exists on-chain but has no indexable review data yet"],"whenToPreferThis":"Use this endpoint when you need deep Sybil-specific forensics on a single ERC-8004 agent — specifically reviewer concentration analysis, ghost reviewer detection, and burst pattern detection — rather than a simple trust verdict. Prefer this over the trust-gate or INTERACT/CAUTION/AVOID verdict endpoints when you want the underlying forensic evidence, not just a binary recommendation. Ideal for due diligence workflows, marketplace integrity checks, or debugging why an agent's reputation looks suspicious.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-20T06:35:51.873Z","isFirstParty":false,"canonicalSlug":"sweetai-erc-8004-agent-trust-forensics-3c09e82f"}