{"uid":"cap_ZKi5WI4f-_HOA6d8uK_-v","slug":"search-intent-classifier-e0716a8e","name":"Search Intent Classifier","description":"Search intent (informational, navigational, commercial, transactional) with probability for up to 10 keywords (DataForSEO Labs Search Intent). Use it to decide whether a keyword suits an informational, commercial or transactional page.","url":"https://agent.chiemgaufilms.com/api/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":10,"minItems":1}}},"responseSchema":{"type":"json","example":{"keywords":[{"intent":"transactional","keyword":"buy running shoes","probability":0.98,"secondary_intents":[{"label":"commercial","probability":0.31}]}],"not_classified":[]}},"example":null,"exampleRequest":null,"tags":["x402"],"displayCostAmount":"0.04","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":"$0.04/call","primary":{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.04","per":"call","confidence":"exact"},"accepted":[{"kind":"static","protocol":"x402","network":"base","amountUsd":"0.04","per":"call","confidence":"exact"}]},"paymentMethods":[{"uid":"pm_2YUG1nFRcVnrTgemu9qus","protocol":"x402","methodType":"crypto","chain":"base","mode":"charge","costAmount":"0.04","costPer":"request","priority":0,"asset":"0x833589fCD6eDb6E08f4c7C32D4f71b54bdA02913","unit":"request","depositMicros":null,"planRef":null}],"brandName":null,"brandSlug":null,"brandBaseUrl":null,"brandDocsUrl":null,"whatItDoes":"Classifies up to 10 keywords by search intent (informational, navigational, commercial, transactional) with probability scores using DataForSEO Labs.","exampleAgentPrompt":"Can you classify the search intent for these keywords: 'buy running shoes online', 'best running shoes 2024', 'Nike running shoes', and 'how to choose running shoes'? I want to know whether each is transactional, commercial, informational, or navigational, along with the confidence probability.","exampleUseCases":[{"title":"Content strategy intent mapping","prompt":"I'm planning content for my fitness blog. Can you check the search intent for these 5 keywords: 'best protein powder', 'how to build muscle', 'whey protein benefits', 'protein powder for beginners', and 'buy protein powder'? I want to know which ones are informational vs transactional so I know whether to write guides or product pages."},{"title":"PPC campaign keyword qualification","prompt":"Before I add these keywords to my Google Ads campaign, can you tell me the search intent for 'cheap flights to Paris', 'Paris flight deals', 'when to book flights', and 'flight booking tips'? I only want to bid on transactional or commercial intent keywords."},{"title":"Competitor content gap analysis","prompt":"I need to understand what kind of content to create for these keywords my competitor ranks for: 'crm software', 'crm software comparison', 'what is crm', 'crm for small business', and 'salesforce alternatives'. Can you classify the search intent for each so I know if I should write product pages, comparison articles, or explainer guides?"}],"resultDescription":"Returns a list of keyword objects each containing the primary intent label (informational, navigational, commercial, or transactional), a probability score (0–1), and an array of secondary intents with their own probability scores. Any keywords that could not be classified are returned in a separate 'not_classified' array.","failureModes":["Exceeding 10 keywords per request returns a validation error","Keywords exceeding 80 characters or 10 words may be rejected or truncated","Rare or highly niche keywords may appear in 'not_classified' if DataForSEO has no data","Network timeout if upstream DataForSEO API is slow","Payment failure (402) if USDC balance is insufficient for the $0.04 call fee"],"whenToPreferThis":"Choose this endpoint when you need fast, probabilistic intent classification for a small set of keywords (up to 10) backed by DataForSEO's trained model. It's ideal for SEO content planning, PPC keyword qualification, and understanding user intent before writing or targeting. Prefer this over manual heuristics or generic LLM classification when you need calibrated probability scores with secondary intent breakdown.","instructions":null,"reviewSummary":null,"reviewSummaryHighlights":null,"reviewSummaryConcerns":null,"reviewSummaryGeneratedAt":null,"activationCount":0,"lastUsedAt":null,"lastSuccessfullyRanAt":null,"lastHealthCheckAt":"2026-10-28T06:38:03.246Z","isFirstParty":false,"canonicalSlug":"search-intent-classifier-e0716a8e"}