{"uid":"cap_VCKknNdJqeX9LpYC1Y4Ic","slug":"kihustle-jaccard-similarity-token-based-91c78c8f","name":"KiHustle Jaccard Similarity (Token-Based)","description":"Kostenlose Guides, Solo-Playbooks und Artikel zu KI, Automation und Side Hustles — für Menschen, die mit echten Systemen online Einkommen aufbauen wollen. Transparent finanziert über faire Affiliate-Links.","url":"https://kihustle.tech/api/v1/jaccard-similarity-token","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"text_a":{"type":"string"},"text_b":{"type":"string"}}},"responseSchema":{"type":"json","example":{"result":"processed","status":"success"}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.002","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":"$0.002/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.002","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.002","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_wOOnq1rj68AQxW6xfPjzi","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.002","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Computes the Jaccard similarity score between two text strings using token-based comparison","exampleAgentPrompt":"Can you calculate the Jaccard similarity between these two texts: 'machine learning automates repetitive tasks' and 'automation uses machine learning to handle tasks'?","exampleUseCases":[{"title":"Detect near-duplicate article content","prompt":"I have two blog post drafts — 'AI tools help freelancers earn more online' and 'Freelancers can use AI tools to boost their income' — can you calculate how similar they are using Jaccard similarity so I know if they're too repetitive to publish both?"},{"title":"Compare job description overlap","prompt":"Check the token-based Jaccard similarity between these two job descriptions for me: 'We need a Python developer with ML experience' and 'Seeking a machine learning engineer proficient in Python' — I want to know how much they overlap."},{"title":"Measure keyword overlap in SEO content","prompt":"Run a Jaccard similarity check on these two page titles for my side hustle site: 'Best AI Side Hustles for 2024' and 'Top AI-Powered Side Hustles to Start in 2024' — are they too similar for SEO?"}],"resultDescription":"Returns a JSON object with a result field containing the computed Jaccard similarity value (a number between 0 and 1 representing token overlap) and a status field confirming successful processing.","failureModes":["Missing text_a or text_b fields returns an error","Empty string inputs may produce a similarity score of 0 or an error","Very long texts may time out or be truncated","Non-string input types may cause a processing failure","Malformed JSON body returns a 400 error"],"whenToPreferThis":"Choose this endpoint when you need a fast, lightweight, interpretable measure of token-level overlap between two texts — ideal for deduplication checks, near-duplicate detection, or simple keyword overlap scoring. Prefer it over embedding-based similarity when you want a deterministic, set-theoretic result rather than semantic similarity, and when the cost of $0.002 per call fits your budget for simple string comparison tasks.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-09-14T06:57:43.429Z","isFirstParty":false}