{"uid":"cap__T2JklQLm3DqhVyAGyQJT","slug":"kihustle-jaccard-similarity-token-8c46ab88","name":"KiHustle Jaccard Similarity Token","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/bot-bazaar/api/v1/jaccard-similarity-token?utm_source=zero.xyz","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_y5xzJQZFAeSywVfikp6qK","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 input text strings using token-level set intersection","exampleAgentPrompt":"Can you tell me how similar these two sentences are using Jaccard token similarity: 'machine learning models are powerful tools' and 'deep learning models are useful tools'?","exampleUseCases":[{"title":"Duplicate content detection","prompt":"Check how similar these two article snippets are: 'AI automation saves time for small businesses' and 'Automation with AI helps small business owners save time' — I want to know if they're too close to be treated as unique content."},{"title":"Keyword overlap scoring for SEO","prompt":"Compare these two blog post titles for token overlap: 'How to Build a Side Hustle with AI' and 'Building an AI-Powered Side Hustle from Scratch' — give me a Jaccard similarity score so I can decide if they're too redundant."},{"title":"Plagiarism check between submissions","prompt":"I have two student answers I want to compare for similarity: 'the Jaccard index measures overlap between sets' and 'Jaccard similarity calculates shared elements between two sets' — how similar are they?"}],"resultDescription":"A JSON object containing a 'result' field indicating the computed similarity outcome and a 'status' field confirming successful processing. The Jaccard similarity is a value between 0 (no shared tokens) and 1 (identical token sets), quantifying the proportion of shared unique tokens across both input texts.","failureModes":["Missing text_a or text_b fields returns an error","Empty strings may return a zero or undefined similarity","Very long texts may hit processing limits","Malformed JSON body returns a 400-level error","Payment failure (x402) if USDC balance is insufficient"],"whenToPreferThis":"Choose this endpoint when you need a lightweight, fast, token-based text similarity score without the overhead of embedding models or semantic NLP pipelines. It is ideal for duplicate detection, near-match filtering, or simple keyword overlap checks where exact token matching is sufficient. Prefer this over cosine similarity or semantic embeddings when interpretability and speed matter more than capturing paraphrased meaning.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-10T12:40:46.707Z","isFirstParty":false,"canonicalSlug":"kihustle-jaccard-similarity-token-8c46ab88"}