{"uid":"cap_kRN6mu9C2afyeHyu4p4HF","slug":"x402-buyer-intent-scoring-c34d4e39","name":"x402 Buyer Intent Scoring","description":"Operational x402 seller tools for market benchmark, buyer shortlist, seller action plan, directory rank tracker, quote inspector, competitor listing audit, directory submission kit, price band advice, and buyer intent scoring workflows.","url":"https://x402-seller.558686.xyz/v1/tools/x402-buyer-intent-scoring","method":"POST","headers":{},"bodySchema":null,"responseSchema":{"type":"json","example":{"ok":true,"tool":"x402-buyer-intent-scoring","input":{"buyers":[{"id":"agent-builder","urgency":"high","useCase":"needs x402 receipt gate","budgetUsd":0.05,"proofNeeds":["openapi"],"matchedRoutes":["x402-quote-inspector"]}]},"route":"/v1/tools/x402-buyer-intent-scoring","result":{"segments":"segments_example","scoredBuyers":1,"nextBestAction":"nextBestAction_example"},"project":"x402-seller-growth-tools","deterministic":true}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.007","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":"$0.007/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.007","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.007","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_pECU8vPmLt9dL8VHd307n","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.007","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Scores and segments a list of potential buyers by their intent, urgency, budget, and matched routes to prioritize seller outreach in x402 API marketplaces.","exampleAgentPrompt":"Score these two x402 buyers for me: 'agent-builder' has high urgency, needs an x402 receipt gate, budget of $0.05, requires an openapi proof, and matched the x402-quote-inspector route; 'api-consumer' has medium urgency, needs rate-limited access, budget of $0.20, requires a jwt proof, and matched x402-directory-submission — tell me which one to prioritize and what action to take next.","exampleUseCases":[{"title":"Prioritize high-urgency API buyers","prompt":"I have three buyers in my x402 pipeline — 'startup-dev' with high urgency and a $0.10 budget needing openapi proof on the x402-quote-inspector route, 'enterprise-bot' with low urgency and $1.00 budget needing jwt proof on the x402-market-benchmark route, and 'solo-builder' with medium urgency and $0.03 budget needing receipt proof on x402-directory-submission — score and segment them so I know who to reach out to first."},{"title":"Validate buyer fit before pitching","prompt":"Before I send a proposal, can you score this buyer — id 'data-pipeline-co', use case is 'automated data enrichment', budget $0.50, urgency high, they need openapi and receipt proofs, and they matched my x402-quote-inspector and x402-buyer-shortlist routes — and tell me their intent score and recommended next action?"},{"title":"Weekly buyer pipeline review","prompt":"Run intent scoring on this week's new buyers for my x402 seller dashboard: 'agent-lab' needs an x402 receipt gate, $0.05 budget, high urgency, openapi proof, matched x402-quote-inspector; and 'ml-infra' needs benchmark access, $0.25 budget, medium urgency, jwt proof, matched x402-market-benchmark — give me segments and next best actions for each."}],"resultDescription":"Returns a JSON object containing buyer segments, the total count of scored buyers, and a 'nextBestAction' recommendation string guiding the seller on which buyer to engage and how — computed deterministically from the input buyer profiles.","failureModes":["Missing required buyer fields (id, useCase, budgetUsd, urgency, proofNeeds, matchedRoutes) cause validation errors","Empty buyers array returns no scored results","Invalid urgency or proofNeeds values may produce unexpected segment assignments","Payment failure (402) if x402 USDC payment is not completed before the call","Malformed JSON body returns a 400-level error"],"whenToPreferThis":"Use this endpoint when you are an x402 API seller wanting to prioritize outreach among multiple potential buyers by scoring their intent, urgency, and budget fit. Prefer this over generic CRM scoring tools when your buyers are specifically x402 protocol participants with matched routes and proof requirements.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-15T00:34:45.226Z","isFirstParty":false}