{"citations":{"source_mix":{"company_owned":22,"independent":16,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":28,"partial":10},"total_sources":38,"unique_domain_count":18},"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 Audit Services for Executive and Board Reporting","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek"],"predicate":"final_consensus_rank","qualifier":"AI Search Audit Services for Executive and Board Reporting","subject":"Semrush - AI Visibility Toolkit","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Semrush - AI Visibility Toolkit","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","anthropic","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Semrush - AI Visibility Toolkit","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","grok","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Semrush - AI Visibility Toolkit","unit":"platforms","value":4}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.5,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Semrush - AI Visibility Toolkit","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/executive-board-reporting/semrush-ai-visibility-toolkit.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/executive-board-reporting/semrush-ai-visibility-toolkit","report_type":"fit_review","study_id":"AIMCI-STUDY-8898EA2F22F4","title":"Semrush - AI Visibility Toolkit for AI Search Audit Services for Executive and Board Reporting: 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.","Platform-reported research dates differ from the authoritative run date; disclose this as a methodology limitation.","The deterministic identity audit contains qualification notes that must be disclosed where relevant.","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 13:50:01.981629+00","research_date":"2026-09-18","source_snapshot_sha256":"5c83c30e0ac9fdf48edda0f5663418fce8ecc3bd75785b3f86cece03f3e62dec","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":45,"qualified_finalists":6,"ranking_unit":"Audit company, audit service, or advisory provider"},"schema_version":4,"summary":"Semrush - AI Visibility Toolkit is a qualified but conditional fit for AI Search Audit Services for Executive and Board Reporting. Two of seven platforms named it during the ranking stage (anthropic, deepseek), a 28.6% share of included platform responses, with an average listed rank of 5.5 and a best rank of 1. The strongest reason to consider it is its breadth of AI visibility, citation, sentiment, competitor-gap, and technical AI-readiness data, with Enterprise AIO positioned for executive reporting. The main limitation is that it is a self-service software platform, not a managed audit…","target_buyer":"Executives and board-facing teams needing concise AI search risk, opportunity, and competitive reporting","topic":{"base_category":"AI search audits and market intelligence","category_criteria":["Recommendation share","competitive position","citation share","source intelligence","historical context where available","material risks","and prioritized strategic opportunities"],"geography":"United States","slug":"best-ai-search-audit-services-for-executive-and-board-reporting","title":"Best AI Search Audit Services for Executive and Board Reporting","use_case":"AI Search Audit Services for Executive and Board Reporting"}}