{"schemaVersion":"ready-scan.discovery-surface.v1","id":"urn:readyscan:corpus:buyer-question:creative-data-engineers-q140597671-answer-d424b6da7416de77ba6d","key":"buyer_question:creative-data-engineers-q140597671-answer-d424b6da7416de77ba6d","kind":"buyer_question","slug":"creative-data-engineers-q140597671-answer-d424b6da7416de77ba6d","canonicalUrl":"https://directory.readyscan.ai/corpus/buyer-question/creative-data-engineers-q140597671-answer-d424b6da7416de77ba6d","machineUrl":"https://directory.readyscan.ai/discovery/corpus/buyer-question/creative-data-engineers-q140597671-answer-d424b6da7416de77ba6d.json","datePublished":"2026-10-26","dateModified":"2026-10-26","materialFingerprint":"fnv1a64:89b56f24771660e2","membershipFingerprint":"fnv1a64:c2ce2044d88045ed","relatedEntitySlugs":["creative-data-engineers-q140597671"],"relatedSurfaceKeys":["buyer_question:creative-data-engineers-q140597671-answer-0a30d7db1bfedf5c4273","buyer_question:creative-data-engineers-q140597671-answer-4d39bf3031a53664cb1b","buyer_question:creative-data-engineers-q140597671-answer-5e2761d8ec6f958575ae","buyer_question:creative-data-engineers-q140597671-answer-99d4f36eb7e8a7502bdd","buyer_question:creative-data-engineers-q140597671-answer-a766298e9ea2a83ffd45","buyer_question:creative-data-engineers-q140597671-answer-c61928cb5a4c60244015","buyer_question:creative-data-engineers-q140597671-answer-e030f42934b2b54d23c7","evidence:creative-data-engineers-q140597671"],"sourceIds":["ready-scan-subjects"],"provenance":[{"snapshotId":"creative-data-engineers-q140597671-content-021f3a8a0fa79ec4-snapshot","sourceId":"ready-scan-subjects","sourceRecordId":"Q140597671","sourceRevisionId":"Q140597671:content:a956dd0e96628c79","sourceContentHash":"fnv1a64:45e4f663c8d23f45","recordRevisionId":"Q140597671:content:a956dd0e96628c79","recordContentHash":"fnv1a64:34a5b2f28b8c1cfd","sourceCanonicalUrl":"https://creative-data-engineers.com/","sourceModifiedAt":"2026-10-26T10:19:37.395Z","observedOn":"2026-10-26","permission":{"basis":"public_information","evidenceUrl":"https://creative-data-engineers.com/"},"attributionUrl":"https://creative-data-engineers.com/"}],"quality":{"method":"same_kind_unique_trigram_floor","minimumUniqueTrigramRatio":0.3,"status":"passed"},"title":"What does Creative Data Engineers do today?","summary":"Cited source answers across 1 active corpus record.","question":"What does Creative Data Engineers do today?","answers":[{"entitySlug":"creative-data-engineers-q140597671","entityName":"Creative Data Engineers","answer":"“CDE helps marketing teams understand whether AI answers mention, cite or recommend their brand, and what their website needs to make useful information available. The work includes measurement, evidence and recommendations.”","sourceUrls":["https://creative-data-engineers.com/about"]}]}