{"citations":{"source_mix":{"company_owned":27,"independent":20,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":43,"partial":4},"total_sources":47,"unique_domain_count":27},"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 Market Intelligence Platforms for Recommendation and Citation Data","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","google","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Market Intelligence Platforms for Recommendation and Citation Data","subject":"Semrush","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","google","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","deepseek","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":["anthropic"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Semrush","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Semrush","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.75,"best_rank":4,"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/recommendation-citation-data/semrush.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/recommendation-citation-data/semrush","report_type":"fit_review","study_id":"AIMCI-STUDY-DC73668982C0","title":"Semrush for AI Market Intelligence Platforms for Recommendation and Citation Data: 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.","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 14:26:18.964263+00","research_date":"2026-09-19","source_snapshot_sha256":"d995b9ae0243ee2631279119e0c6af4d2cc2111a12ff46687dd723f86d12625f","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":31,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Semrush is a good fit for AI market intelligence focused on recommendation and citation data, with caveats. Four of seven platforms named it during ranking discovery, and five of seven rated it a good fit; one rated it mixed and one rated it weak. Its strongest asset is a large, integrated dataset: the AI Visibility Toolkit tracks brand mentions, citations, AI Visibility Score, share of voice, and competitor gaps across ChatGPT, Gemini, Perplexity, Google AI Overviews, and Google AI Mode, with daily prompt tracking and a 126-million-prompt U.S. index. The main limitation is scope: Claude,…","target_buyer":"Companies seeking AI Market Intelligence Platforms for Recommendation and Citation Data across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Understand which companies AI systems recommend","recommendation share","citation share","competitor movement","influential source domains","prompt-level differences","and historical market changes"],"geography":"United States","slug":"best-ai-market-intelligence-platforms-for-recommendation-and-citation-data","title":"Best AI Market Intelligence Platforms for Recommendation and Citation Data","use_case":"AI Market Intelligence Platforms for Recommendation and Citation Data"}}