{"uid":"cap_9FTyqM1zWiagh-WMBuK4e","slug":"x402-shizu-me-text-classifier-27c9ad40","name":"x402.shizu.me Text Classifier","description":"Classify text into YOUR labels in one call. Body: {text (<=4000 utf-8 bytes), labels (2-20 strings)}. Returns {label} — always exactly one of your labels. Flat price, no prompt engineering needed. Use in loops for routing, moderation queues, lead triage, sentiment buckets, intent detection.","url":"https://x402.shizu.me/classify?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"text":{},"labels":{}}},"responseSchema":{"type":"json","example":{"label":"bug_report","labels":["bug_report","feature_request","billing","praise"]}},"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":"1.00","reviews":0,"stars":null,"state":"rated"},"availabilityStatus":"healthy","priceObserved":{"p10Cents":"1.0000","medianCents":"1.0000","p90Cents":"1.0000","minCents":"1.0000","maxCents":"1.0000","p95Cents":"1.0000","sampleCount":2,"varies":false,"failureChargeRate":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_ZcNZWp3uSYvabZPgPqmqL","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":"Classifies a given text into exactly one of your provided labels in a single API call","exampleAgentPrompt":"Classify this customer message into exactly one of these labels — 'billing', 'technical_support', 'sales', or 'general_inquiry': 'Hi, I was charged twice for my subscription this month and need a refund.'","exampleUseCases":[{"title":"Support ticket routing by topic","prompt":"Classify this incoming support ticket into one of these categories — 'refund', 'account_access', 'bug_report', or 'feature_request' — so I can route it to the right team: 'I can't log into my account after resetting my password.'"},{"title":"Lead triage by purchase intent","prompt":"Take this sales inquiry and classify it as 'hot_lead', 'warm_lead', or 'not_interested': 'We're evaluating a few vendors and would love a demo next week to discuss pricing for 50 seats.'"},{"title":"Content moderation queue labeling","prompt":"Classify this user-submitted comment as 'safe', 'spam', or 'toxic' so I know whether to publish it automatically or send it to a human reviewer: 'Buy cheap followers now!!! Click here ➡️ shady-link.com'"}],"resultDescription":"Returns a JSON object with a single 'label' field containing exactly one of the strings you provided as candidate labels — no confidence score, no explanation, just the label.","failureModes":["Text exceeds 4000 UTF-8 bytes — request rejected","Fewer than 2 or more than 20 labels provided — validation error","Empty text or empty labels array — malformed request","Payment failure or insufficient USDC balance — 402 Payment Required","Network timeout on the classification model — 5xx error"],"whenToPreferThis":"Choose this endpoint when you need deterministic, single-label classification with zero prompt engineering — ideal for loops, moderation queues, routing pipelines, and triage workflows where you control the label taxonomy and need a consistent one-of-N answer at a flat per-call price. Prefer it over general-purpose LLM calls when you want classification without babysitting output format.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":1,"lastUsedAt":"2026-09-25T05:23:23.345Z","lastSuccessfullyRanAt":"2026-09-25T05:23:23.345Z","lastHealthCheckAt":"2026-10-24T00:31:18.662Z","isFirstParty":false,"canonicalSlug":"x402-shizu-me-text-classifier-27c9ad40"}