{"uid":"cap_u5AHn03jtbivwhQlb9h-L","slug":"ardaro-intent-routing-analyzer-8388bb45","name":"Ardaro Intent Routing Analyzer","description":"Evidence-bounded visibility into publicly discoverable x402 agent services.","url":"https://agents.getardaro.com/v1/agent-utilities/intent-routing/analyze","method":"POST","headers":{},"bodySchema":null,"responseSchema":{"type":"json","example":{"result":{"status":"ADVISORY_ROUTE","routing_basis":"Keyword heuristic only; no model capability, availability or price comparison","route_category":"structured-calculation-review","route_executed":false,"recommended_model":null,"human_review_required":true},"status":"review_required","identities":{"analysis_result_identity":"res_19a76f4a4c3bf2b87a02d48260689dc0860e3d95de74e8d4ed8636866f73ccd8"},"service_id":"ardaro.route_model_intent","contract_version":"ardaro.agent-utilities.response.v1"}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.15","displayCostAsset":"USDC","priceDynamic":false,"priceHint":null,"priceStatus":"priced","priceSource":"registry","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":"$0.15/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.15","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.15","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_UvB-2ZMJ_RZDPwq2ccoWL","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.15","costPer":"request","priority":0,"asset":null,"unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Analyzes a user intent and returns an advisory route category with a recommended model or action, flagging whether human review is required.","exampleAgentPrompt":"Analyze this user intent and tell me what route category it falls into, whether a human needs to review it, and what the recommended model is: 'Calculate the compound interest on a $50,000 loan at 4.5% over 10 years.'","exampleUseCases":[{"title":"Route a structured calculation request","prompt":"I have this user query — 'What is the amortization schedule for a $200,000 mortgage at 3.8% over 30 years?' — can you analyze it and tell me what route category it belongs to and whether it needs human review before I send it to a model?"},{"title":"Flag ambiguous agent task for review","prompt":"Before I let my agent act on this instruction — 'Summarize all contracts signed in Q3 and identify any unusual clauses' — can you run it through intent routing to see if it needs a human in the loop?"},{"title":"Classify intent before model dispatch","prompt":"I'm building an agent pipeline and need to know which route category this intent maps to: 'Generate a weekly financial report from our transaction logs.' Tell me the routing basis and whether a human review is required."}],"resultDescription":"Returns a JSON object containing a route category (e.g. 'structured-calculation-review'), the routing basis explanation (e.g. keyword heuristic), whether the route was executed, a recommended model (or null), whether human review is required, an overall status string, and a cryptographic identity hash for the analysis result.","failureModes":["Ambiguous or empty intent text may result in a fallback ADVISORY_ROUTE status with no recommended model","Routing is heuristic-only with no real-time model capability or pricing comparison, so recommendations may be suboptimal","route_executed is always false — this endpoint advises but does not actually dispatch to a model","human_review_required may be true for most complex intents, limiting automation value","No schema validation on intent input may allow malformed requests to receive generic advisory responses"],"whenToPreferThis":"Use this endpoint when you need a lightweight advisory signal on how to route a user intent before committing to a model dispatch — especially in pipelines where human oversight is required for compliance or safety. Prefer it over full model-selection APIs when you want a fast, low-cost ($0.15 USDC) classification without actual execution. Best suited for agent orchestration layers that need a structured route category and a human-review flag as a pre-flight check.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T06:36:26.740Z","isFirstParty":false}