{"slug":"dataforseo","name":"DataForSEO","publisher":"DataForSEO","kind":"app","summary":"REST APIs for search-engine results, SEO datasets and related business data.","homepage":"https://dataforseo.com/","docsUrl":"https://docs.dataforseo.com/v3/","functions":["search","retrieve","extract"],"costRange":"unknown","recordId":"cmp_dataforseo","hasMcp":false,"hasApi":true,"costNotes":"Live and task-based endpoints have different request, delivery and charging contracts.","composabilityRationale":"Use its declared http, sdk surface for the listed capability slices. Source review does not establish integration success or observed usage.","interfaces":[{"kind":"http","specUrl":"https://docs.dataforseo.com/v3/"},{"kind":"sdk","specUrl":"https://docs.dataforseo.com/v3/"}],"origin":"intake","tweets":[],"notes":[],"sources":[{"kind":"docs","label":"DataForSEO official documentation","url":"https://docs.dataforseo.com/v3/","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"slices":[{"functionId":"search","label":"Search","note":"Live and task-based endpoints have different request, delivery and charging contracts.","cost":"unknown"},{"functionId":"retrieve","label":"Retrieve","note":"Live and task-based endpoints have different request, delivery and charging contracts.","cost":"unknown"},{"functionId":"extract","label":"Extract","note":"Live and task-based endpoints have different request, delivery and charging contracts.","cost":"unknown"}],"claims":{"name":"DataForSEO","summary":"REST APIs for search-engine results, SEO datasets and related business data.","kind":"app","publisher":"DataForSEO","homepage":"https://dataforseo.com/","docsUrl":"https://docs.dataforseo.com/v3/","costRange":"unknown","costNotes":"Live and task-based endpoints have different request, delivery and charging contracts.","functions":["search","retrieve","extract"],"slices":[{"functionId":"search","label":"Search","note":"Live and task-based endpoints have different request, delivery and charging contracts.","cost":"unknown"},{"functionId":"retrieve","label":"Retrieve","note":"Live and task-based endpoints have different request, delivery and charging contracts.","cost":"unknown"},{"functionId":"extract","label":"Extract","note":"Live and task-based endpoints have different request, delivery and charging contracts.","cost":"unknown"}],"interfaces":[{"kind":"http","specUrl":"https://docs.dataforseo.com/v3/"},{"kind":"sdk","specUrl":"https://docs.dataforseo.com/v3/"}],"composabilityRationale":"Use its declared http, sdk surface for the listed capability slices. Source review does not establish integration success or observed usage."},"relations":[{"from":"dataforseo","to":"tikhub","kind":"alternative-to","note":"Shared functions extract, retrieve, search. Same kind and overlapping capability."},{"from":"dataforseo","to":"litescrape","kind":"alternative-to","note":"Shared functions extract, retrieve, search. Same kind and overlapping capability."},{"from":"dataforseo","to":"expand-fetch","kind":"alternative-to","note":"Shared functions extract, retrieve. Same kind and overlapping capability."},{"from":"dataforseo","to":"keenable","kind":"alternative-to","note":"Shared functions retrieve, search. Same kind and overlapping capability."},{"from":"dataforseo","to":"exa","kind":"alternative-to","note":"Shared functions extract, retrieve, search. Same kind and overlapping capability."},{"from":"dataforseo","to":"cloro","kind":"alternative-to","note":"Shared functions extract, search. Same kind and overlapping capability."},{"from":"dataforseo","to":"crunchbase","kind":"alternative-to","note":"Shared functions retrieve, search. Same kind and overlapping capability."},{"from":"dataforseo","to":"octen","kind":"alternative-to","note":"Shared functions retrieve, search. Same kind and overlapping capability."}],"signals":[],"functionProbabilities":[],"claimVerification":[],"explain":{"score":6,"formula":"100 × sum(weight × value) over observed factors only. Unobserved factors are omitted, not zeroed.","factors":[{"id":"github_health","label":"GitHub health","weight":0.18,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"agent_use","label":"Agent use","weight":0.16,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"human_notes","label":"Human notes","weight":0.14,"why":"insufficient evidence","sources":[],"evidence":"insufficient"},{"id":"composability","label":"Composability","weight":0.16,"why":"insufficient evidence","sources":[{"kind":"docs","label":"DataForSEO official documentation","url":"https://docs.dataforseo.com/v3/","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"evidence":"insufficient"},{"id":"checklist","label":"Checklist","weight":0.1,"value":0.3333333333333333,"contribution":0.03333333333333333,"why":"No MCP surface is declared. An API is declared. Cost is unknown. 1 of 3 checklist fields are complete.","sources":[{"kind":"docs","label":"DataForSEO official documentation","url":"https://docs.dataforseo.com/v3/","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"evidence":"observed"},{"id":"evidence_quality","label":"Evidence quality","weight":0.14,"value":0.18107144632819594,"contribution":0.025350002485947435,"why":"1 sources cover 1 evidence types. The latest dated evidence is undated. Freshness is omitted unless observed as a signal.","sources":[{"kind":"docs","label":"DataForSEO official documentation","url":"https://docs.dataforseo.com/v3/","checkedAt":"2026-11-07T13:46:44.976Z","basis":"vendor-claim"}],"evidence":"observed"},{"id":"benchmark","label":"Benchmarks","weight":0.12,"why":"insufficient evidence","sources":[],"evidence":"insufficient"}],"missing":["GitHub health: insufficient evidence","Agent use: insufficient evidence","Human notes: insufficient evidence","Composability: insufficient evidence","Benchmarks: insufficient evidence"]},"score":6}