{"citations":{"source_mix":{"company_owned":18,"independent":12,"unclear":3},"sources_referenced_by_questions":0,"support_mix":{"direct":31,"partial":2},"total_sources":33,"unique_domain_count":21},"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":["google","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Search Audits for Regulated Industries","subject":"Visibility 360","unit":"rank","value":9},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["google","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Visibility 360","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Visibility 360","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Visibility 360","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","grok"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Visibility 360","unit":"platforms","value":2},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-18","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Visibility 360","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":8.5,"best_rank":7,"entity_id":"entity-001","entity_type":"company","final_rank":9,"name":"Visibility 360","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/regulated-industry-audits/visibility-360.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/regulated-industry-audits/visibility-360","report_type":"fit_review","study_id":"AIMCI-STUDY-5B44BDA55B23","title":"Visibility 360 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.","Company-owned citations materially outnumber independent citations; do not describe company claims as independently verified.","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 12:23:43.428079+00","research_date":"2026-09-18","source_snapshot_sha256":"76e443f9e6dc4c66a14497aaab4b56292fdbc58dab48c8563e03827e0bd69859","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":45,"qualified_finalists":9,"ranking_unit":"Audit company, audit service, or advisory provider"},"schema_version":4,"summary":"Visibility 360 is a mixed fit for AI Search Audits for Regulated Industries. Two of the seven platforms in this study named it during the ranking stage — Google (rank 7) and Perplexity (rank 10) — giving it a 28.6% share of included platform responses and an average listed rank of 8.5. The strongest reason to consider it is the AI Reveal Suite, a seven-audit diagnostic that explicitly targets attorneys, healthcare professionals, and financial advisors, with a free initial assessment and a compliance-aware authority-building method behind it . The main limitation is that public evidence 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"}}