{"uid":"cap_AHC-5FIM3N252FU2-2xkX","slug":"lead-stage-taxonomy-prompt-template-620b187f","name":"Lead Stage Taxonomy Prompt Template","description":"Lead stage - Taxonomy prompt template: Taxonomy prompt template for Lead stage. Up to 200 supplied labelled text records. Local dataset tools, evaluation and small naive-Bayes baselines; no hosted model or foundation-model training. One of 25 profiles or calculations across 20 shared operations in this sector. 0.01 USDC includes one bounded taxonomy prompt template deliverable.","url":"https://market.datapackvibe.com/x402/assistant-sector-ml-lead-stage-prompt-template?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"records":{"type":"array","items":{"type":"object","required":["id","text","actual"],"properties":{"id":{"type":"string","default":"","maxLength":80,"minLength":1},"text":{"type":"string","default":"","maxLength":1000},"actual":{"enum":["enquiry","qualified","negotiation","closed"],"type":"string"}},"additionalProperties":false},"default":[{"id":"example-0-0","text":"enquiry sample document number 0 for this supplied dataset.","actual":"enquiry"},{"id":"example-0-1","text":"enquiry sample document number 1 for this supplied dataset.","actual":"enquiry"},{"id":"example-0-2","text":"enquiry sample document number 2 for this supplied dataset.","actual":"enquiry"},{"id":"example-1-0","text":"qualified sample document number 0 for this supplied dataset.","actual":"qualified"},{"id":"example-1-1","text":"qualified sample document number 1 for this supplied dataset.","actual":"qualified"},{"id":"example-1-2","text":"qualified sample document number 2 for this supplied dataset.","actual":"qualified"},{"id":"example-2-0","text":"negotiation sample document number 0 for this supplied dataset.","actual":"negotiation"},{"id":"example-2-1","text":"negotiation sample document number 1 for this supplied dataset.","actual":"negotiation"},{"id":"example-2-2","text":"negotiation sample document number 2 for this supplied dataset.","actual":"negotiation"},{"id":"example-3-0","text":"closed sample document number 0 for this supplied dataset.","actual":"closed"},{"id":"example-3-1","text":"closed sample document number 1 for this supplied dataset.","actual":"closed"},{"id":"example-3-2","text":"closed sample document number 2 for this supplied dataset.","actual":"closed"}],"maxItems":200,"minItems":2}}},"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_9A9b1Zwn5m4lKs8RTcsHj","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":"Generates a taxonomy prompt template for classifying lead stage text records into enquiry, qualified, negotiation, or closed categories using up to 200 labelled examples.","exampleAgentPrompt":"Generate a taxonomy prompt template for classifying sales leads by stage — I have 12 labelled records across enquiry, qualified, negotiation, and closed stages, and I'll send them in so you can produce the classification prompt.","exampleUseCases":[{"title":"CRM lead stage classifier prompt","prompt":"I have 50 labelled lead notes — some marked enquiry, some qualified, some negotiation, and a few closed. Can you build me a taxonomy prompt template I can use to classify new leads into those four stages?"},{"title":"Sales pipeline text labelling tool","prompt":"We're building a sales pipeline tagger and need a prompt template that maps short text snippets to our four lead stages: enquiry, qualified, negotiation, and closed. I'll provide 30 example records with labels to get started."},{"title":"Automated lead routing prompt generation","prompt":"Our team gets hundreds of inbound leads daily and we want to auto-tag them by stage. Generate a taxonomy prompt template using these 20 labelled examples — mix of enquiry and qualified — so we can plug it into our routing workflow."}],"resultDescription":"A bounded taxonomy prompt template deliverable constructed from up to 200 supplied labelled text records, ready for use in classifying new lead stage text into enquiry, qualified, negotiation, or closed categories. Includes local dataset tools and small naive-Bayes baseline evaluation — no hosted or foundation model training involved.","failureModes":["Fewer than 2 records supplied — minimum input not met","Records missing required fields (id, text, actual) — validation error","Invalid enum value in 'actual' field — only enquiry, qualified, negotiation, closed accepted","More than 200 records supplied — exceeds maxItems limit","Text field exceeding 1000 characters per record — truncation or rejection","Payment not completed — 402 response blocking access"],"whenToPreferThis":"Choose this endpoint when you need a fast, cheap ($0.01 USDC) taxonomy prompt template for lead stage classification using your own labelled data, without requiring a hosted model or foundation model fine-tuning. Ideal for CRM or sales pipeline automation contexts where you have up to 200 labelled examples and want a ready-to-use classification prompt with a naive-Bayes baseline evaluation included.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T18:47:58.241Z","isFirstParty":false,"canonicalSlug":"lead-stage-taxonomy-prompt-template-620b187f"}