{"citations":{"source_mix":{"company_owned":25,"independent":26,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":39,"partial":12},"total_sources":51,"unique_domain_count":24},"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 Enterprise Companies","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","google","openai"],"predicate":"final_consensus_rank","qualifier":"AI Search Audits for Enterprise Companies","subject":"BrightEdge","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","google","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"BrightEdge","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"BrightEdge","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","anthropic","deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"BrightEdge","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["grok","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"BrightEdge","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.25,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"BrightEdge","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/enterprise-audits/brightedge.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/enterprise-audits/brightedge","report_type":"fit_review","study_id":"AIMCI-STUDY-84847058A6F2","title":"BrightEdge for AI Search Audits for Enterprise Companies: 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 10:21:07.512746+00","research_date":"2026-09-18","source_snapshot_sha256":"c47cb5fb475336a2d5cbca447e29609332021d8aa796107833a7ebb7e034362b","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":37,"qualified_finalists":7,"ranking_unit":"Audit company, audit service, or advisory provider"},"schema_version":4,"summary":"BrightEdge is a good fit for large enterprise teams that want AI search auditing embedded inside a broader enterprise SEO, analytics, and consulting program — not as a standalone AI-audit tool. Four of the seven platforms in this study named BrightEdge during the ranking stage (anthropic, deepseek, google, openai), a 57% share of included platform responses, at an average listed rank of 4.25 and a best rank of 3. The strongest reason to consider it is combined measurement of AI mentions, citations, competitor share, organic rankings, and executive reporting in one platform. The main…","target_buyer":"Large enterprise teams managing multiple brands, markets, business units, competitors, or executive reporting needs","topic":{"base_category":"AI search audits and market intelligence","category_criteria":["Large-scale prompt research","recommendation and citation measurement","citation architecture analysis","competitor benchmarking","executive reporting","and a prioritized roadmap for improvement"],"geography":"United States","slug":"best-ai-search-audits-for-enterprise-companies","title":"Best AI Search Audits for Enterprise Companies","use_case":"AI Search Audits for Enterprise Companies"}}