{"uid":"cap_GWpMJNRDlncxn-KCMvslm","slug":"keyword-search-intent-classifier-44babb60","name":"Keyword Search Intent Classifier","description":"Classify the search intent behind keywords: for each keyword, the dominant intent (informational, navigational, commercial or transactional) with a probability, plus any secondary intents. For mapping a keyword list to funnel stage and content type. Up to 1000 keywords per call.","url":"https://seo.openverbs.com/v1/search-intent?utm_source=zero.xyz","method":"POST","headers":{},"bodySchema":{"type":"object","properties":{"keywords":{"type":"array","items":{"type":"string","maxLength":80,"minLength":1},"maxItems":1000,"minItems":1,"description":"Keywords to classify (up to 1000)."},"languageCode":{"type":"string","pattern":"^[A-Za-z]{2}$","description":"Language code (2-letter). Defaults to en."}}},"responseSchema":null,"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.03","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":"$0.03/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.03","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.03","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_-N87zwiHAIgU6FOrhff8n","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.03","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Classifies a list of keywords by search intent (informational, navigational, transactional, commercial) to guide SEO and content strategy","exampleAgentPrompt":"Can you classify these keywords by search intent — 'buy running shoes', 'best running shoes 2024', 'how to tie running shoes', 'Nike running shoes store near me' — I need to know which are informational, commercial, transactional, or navigational so I can plan my content?","exampleUseCases":[{"title":"Content strategy keyword segmentation","prompt":"I have this list of 50 keywords from my keyword research: ['best CRM software', 'what is CRM', 'CRM pricing', 'Salesforce login', 'buy CRM subscription'] — can you classify each one by search intent so I know which to target with blog posts vs landing pages?"},{"title":"PPC vs SEO budget allocation","prompt":"Classify these keywords by search intent so I can figure out which ones are transactional and worth bidding on in Google Ads versus which are informational and better suited for organic content: 'project management tool', 'how to manage projects', 'project management software free trial', 'asana vs monday'."},{"title":"E-commerce category page prioritization","prompt":"I'm planning product and blog pages for my outdoor gear store — can you run these keywords through search intent classification and tell me which ones signal buying intent versus research intent? Keywords: 'hiking boots', 'best hiking boots for beginners', 'waterproof hiking boots buy', 'how to choose hiking boots'."}],"resultDescription":"Returns each submitted keyword paired with its classified search intent category (e.g. informational, navigational, transactional, commercial/investigational), enabling bulk segmentation of keyword lists for content planning and SEO strategy.","failureModes":["Empty or missing keywords array returns validation error","Keywords exceeding 80-character limit may be rejected","Unsupported or malformed language code defaults to English or returns error","Submitting more than 1000 keywords in a single call returns an error","Payment failure (x402) if USDC balance is insufficient"],"whenToPreferThis":"Choose this endpoint when you already have a keyword list and need to understand the underlying user intent behind each term at scale — up to 1000 keywords per call. It is purpose-built for SEO and content strategy workflows where distinguishing informational, commercial, transactional, and navigational intent determines page type, ad bidding decisions, or funnel placement. Prefer this over general-purpose NLP classifiers because it is tuned specifically for search query intent in an SEO context.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-12T06:31:19.729Z","isFirstParty":false,"canonicalSlug":"keyword-search-intent-classifier-44babb60"}