{"citations":{"source_mix":{"company_owned":29,"independent":35,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":58,"partial":6},"total_sources":64,"unique_domain_count":34},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Visibility Platforms for Measurement and Strategy","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","grok","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Measurement and Strategy","subject":"Semrush","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","grok","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Semrush","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","anthropic","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Semrush","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Semrush","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.75,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"Semrush","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/measurement-strategy/semrush.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/measurement-strategy/semrush","report_type":"fit_review","study_id":"AIMCI-STUDY-AAB8E39DC0E1","title":"Semrush for AI Visibility Platforms for Measurement and Strategy: 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.","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":"2026-09-19 15:22:08.377817+00","research_date":"2026-09-19","source_snapshot_sha256":"c317b18daed80e0ef1aa87fd4f688783e108063f7bcd135d90b650105ab58eaf","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":37,"qualified_finalists":7,"ranking_unit":"Strategy, solution provider, or implementation partner"},"schema_version":4,"summary":"Semrush is a good fit for companies that need AI-search visibility measurement, competitor benchmarking, citation and source-gap analysis, historical reporting, and practical GEO/AEO direction — especially teams already using Semrush for traditional SEO. Four of seven platforms named Semrush during the ranking stage (openai, perplexity, grok, deepseek), with an average listed rank of 3.75 and a best rank of 1. The strongest reason to consider it is the breadth of measurement and strategy tooling inside one platform. The main limitation is that Semrush measures visibility gaps rather than…","target_buyer":"Companies seeking AI Visibility Platforms for Measurement and Strategy across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Recommendation and citation tracking","competitor benchmarking","citation architecture analysis","source-gap identification","historical reporting","and an actionable GEO/AEO strategy"],"geography":"United States","slug":"best-ai-visibility-platforms-for-measurement-and-strategy","title":"Best AI Visibility Platforms for Measurement and Strategy","use_case":"AI Visibility Platforms for Measurement and Strategy"}}