{"citations":{"source_mix":{"company_owned":18,"independent":28,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":19,"partial":7},"total_sources":46,"unique_domain_count":27},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Search Audits for Regulated Industries","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","openai"],"predicate":"final_consensus_rank","qualifier":"AI Search Audits for Regulated Industries","subject":"Profound","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Profound","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Profound","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Profound","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Profound","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-18","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Profound","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1.5,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Profound","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/regulated-industry-audits/profound.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/regulated-industry-audits/profound","report_type":"fit_review","study_id":"AIMCI-STUDY-7E908D59E82E","title":"Profound for AI Search Audits for Regulated Industries: AI Consensus Fit Review"},"limitations":["Use the run researchdate as the study date. Platform-reported dates are provenance metadata and do not independently prove freshness.","All included platforms evaluated fit, but platformmentions counts only platforms that named the entity during ranking discovery.","Do not resolve conflicting product names, pricing, or capabilities by guessing; describe the conflict and tell buyers what to verify.","The supplied URLs were collected from platform responses and were not independently validated by the writer stage.","Platform-reported research dates differ from the authoritative run date; disclose this as a methodology limitation.","Citations are platform-reported evidence, not independently verified facts. No-search model claims require explicit verification before being described as current facts."],"methodology":{"fit_rating_contract":["strong","good","mixed","weak","uncertain"],"included_valid_platform_count":7,"maximum_finalists":10,"minimum_mentions":2,"name":"AI Marketing Consensus Index cross-platform AI consensus analysis","platforms_included":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"platforms_queried":["openai","anthropic","deepseek","grok","perplexity","kimi","google"],"stages":["ranking_discovery","fit_assessment","normalization","editorial_synthesis"],"version":"alias-table-1"},"provenance":{"generated_at":"2026-09-18 12:14:47.131628+00","research_date":"2026-09-18","source_snapshot_sha256":"4d6894604ec896ea72030678e559e053db374102d5b7984b8bad0acf4922f2e6","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":45,"qualified_finalists":9,"ranking_unit":"Audit company, audit service, or advisory provider"},"schema_version":4,"summary":"Profound is a good fit for regulated-industry AI search audits, with caveats. Two of seven platforms named it during ranking discovery, at ranks 1 and 2 (average 1.5), and all seven evaluated its fit. The strongest reason to consider it is Answer Engine Insights: prompt-driven measurement of visibility, citations, citation share, competitor presence, and source domains, plus FactCheck comparison of AI claims against a connected knowledge base . The main limitation is that Profound measures and diagnoses rather than remediates: it is not a legal, regulatory, or compliance review, and it does…","target_buyer":"Companies in regulated categories that need compliant AI visibility, citation, authority, and content strategies","topic":{"base_category":"AI search audits and market intelligence","category_criteria":["Recommendation analysis","mention and citation measurement","competitor benchmarking","influential source-domain analysis","content and authority gaps","and prioritized improvement roadmap"],"geography":"United States","slug":"best-ai-search-audits-for-regulated-industries","title":"Best AI Search Audits for Regulated Industries","use_case":"AI Search Audits for Regulated Industries"}}