{"uid":"cap_4zsMVgySizajUniuehOjM","slug":"lead-stage-labelled-jsonl-export-fc0203f4","name":"Lead Stage Labelled JSONL Export","description":"Lead stage - Labelled JSONL export: Labelled JSONL export 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 labelled jsonl export deliverable.","url":"https://market.datapackvibe.com/x402/assistant-sector-ml-lead-stage-jsonl-export?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_OyTktUl4ejkKyuzEnMgle","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":"Exports up to 200 labelled text records tagged with CRM lead stage classes (enquiry, qualified, negotiation, closed) as a JSONL file for local ML evaluation and naive-Bayes baseline training.","exampleAgentPrompt":"Export my 150 labelled lead stage records as a JSONL file — each record has an ID, the text, and the actual stage label (enquiry, qualified, negotiation, or closed) — so I can use it locally to train a naive-Bayes classifier.","exampleUseCases":[{"title":"Sales classifier training dataset prep","prompt":"I have 120 CRM notes labelled with their lead stage — some are enquiry, some qualified, some negotiation, and a few closed — can you export them as a labelled JSONL file so I can use them to build a local text classifier?"},{"title":"Lead stage model evaluation dataset","prompt":"Package up these 80 annotated lead records with their actual stage labels (enquiry, qualified, negotiation, closed) into a JSONL export so I can run offline evaluation metrics against my existing lead scoring model."},{"title":"Naive-Bayes baseline for pipeline automation","prompt":"I want to test a simple naive-Bayes baseline for classifying sales leads — export these 200 labelled text samples with their enquiry, qualified, negotiation, or closed labels as a JSONL file I can feed into my local training script."}],"resultDescription":"A bounded JSONL export containing up to 200 labelled records, each line including the record ID, input text, and the actual lead stage label (one of: enquiry, qualified, negotiation, closed). Suitable for local dataset tooling, offline evaluation, and training simple classification baselines.","failureModes":["Fewer than 2 records supplied — minimum item count not met","More than 200 records submitted — exceeds maxItems limit","Invalid stage label provided — must be one of enquiry, qualified, negotiation, closed","Record ID missing or empty — required field not present","Text field exceeds 1000 characters per record — truncation or rejection","Malformed JSON in request body — 400 parse error","Payment not included or insufficient — x402 payment required at $0.01 USDC"],"whenToPreferThis":"Choose this endpoint when you need a cost-effective ($0.01), bounded JSONL export of labelled lead stage text records for local ML workflows — specifically when working with the four CRM pipeline stages (enquiry, qualified, negotiation, closed). Prefer it over generic data export tools when you want a pre-structured, annotation-ready file compatible with naive-Bayes and other lightweight classifiers, without needing a hosted model or cloud training environment.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-15T18:47:55.152Z","isFirstParty":false,"canonicalSlug":"lead-stage-labelled-jsonl-export-fc0203f4"}