{"citations":{"source_mix":{"company_owned":31,"independent":17,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":43,"partial":5},"total_sources":48,"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 Market Intelligence Platforms for Citation Architecture","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","google","grok","openai"],"predicate":"final_consensus_rank","qualifier":"AI Market Intelligence Platforms for Citation Architecture","subject":"Semrush","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","google","grok","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Semrush","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","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":"2026-09-18","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":4.6,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"Semrush","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/citation-architecture/semrush.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/citation-architecture/semrush","report_type":"fit_review","study_id":"AIMCI-STUDY-46C7C67D106B","title":"Semrush for AI Market Intelligence Platforms for Citation Architecture: 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":"2026-09-18 15:22:10.432104+00","research_date":"2026-09-18","source_snapshot_sha256":"e79e9f97e397ad562e77d7d91d39053b387b187bebb5924ee49336333f685396","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 citation-architecture market intelligence when the buyer needs recurring, directional visibility into which domains, pages, and publishers appear in generative answers and which sources support competitor recommendations. Five of seven platforms named Semrush during ranking discovery, with an average listed rank of 4.6 and a best rank of 3. Its strongest advantage is an integrated SEO-plus-AI workflow that exposes cited sources, missing sources, and competitor gaps across ChatGPT, Google AI Overviews, Google AI Mode, and Gemini. The main limitation is that its…","target_buyer":"Companies seeking AI Market Intelligence Platforms for Citation Architecture across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI search audits and market intelligence","category_criteria":["Know which first-party and third-party domains repeatedly influence AI answers","which sources support competitor recommendations","which publishers have the greatest apparent influence","where authority gaps exist","and how the source ecosystem changes over time"],"geography":"United States","slug":"best-ai-market-intelligence-platforms-for-citation-architecture","title":"Best AI Market Intelligence Platforms for Citation Architecture","use_case":"AI Market Intelligence Platforms for Citation Architecture"}}