{"citations":{"source_mix":{"company_owned":31,"independent":19,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":28,"partial":11},"total_sources":50,"unique_domain_count":23},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Citation Architecture Platforms","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-17","platform_support":["deepseek","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Citation Architecture Platforms","subject":"Semrush","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-17","platform_support":["deepseek","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Semrush","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-17","platform_support":["openai","deepseek","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Semrush","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","grok","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Semrush","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.333333333333333,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"Semrush","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-citation-authority-building/architecture-platforms/semrush.json","page_url":"https://aimarketingconsensusindex.com/ai-citation-authority-building/architecture-platforms/semrush","report_type":"fit_review","study_id":"AIMCI-STUDY-BDA7DCCF1479","title":"Semrush for AI Citation Architecture Platforms: 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":"2026-09-17 08:03:44.999307+00","research_date":"2026-09-17","source_snapshot_sha256":"b1325952e8c865b8cab063f6f11d177f036427a9972ca67b63bbcaef2eabf177","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":33,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Semrush is a good fit for AI Citation Architecture Platforms when a buyer wants source mapping, competitor comparison, prompt-level citation data, historical visibility trends, and authority-gap discovery inside an established SEO platform. Three of seven platforms named Semrush during ranking discovery, at an average listed rank of 4.33 and a best rank of 2. Its strongest reason to consider it is the AI Visibility Toolkit's combination of Prompt Tracking, Competitor Research, and Topics & Sources reporting. The main limitation is scope: documented tracking covers a limited set of engines,…","target_buyer":"Companies seeking AI Citation Architecture Platforms across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI citation and authority building","category_criteria":["Source mapping","competitor comparison","prompt-level citation data","historical tracking","and identification of authority gaps"],"geography":"United States","slug":"best-ai-citation-architecture-platforms","title":"Best AI Citation Architecture Platforms","use_case":"AI Citation Architecture Platforms"}}