{"citations":{"source_mix":{"company_owned":28,"independent":12,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":30,"partial":10},"total_sources":40,"unique_domain_count":21},"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 Source Intelligence Platforms","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-17","platform_support":["grok","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Source Intelligence Platforms","subject":"Semrush AI Visibility Toolkit","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-17","platform_support":["grok","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Semrush AI Visibility Toolkit","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-17","platform_support":["openai","anthropic","deepseek","grok","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Semrush AI Visibility Toolkit","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-17","platform_support":["perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Semrush AI Visibility Toolkit","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"Semrush AI Visibility Toolkit","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-citation-authority-building/source-intelligence-platforms/semrush-ai-visibility-toolkit.json","page_url":"https://aimarketingconsensusindex.com/ai-citation-authority-building/source-intelligence-platforms/semrush-ai-visibility-toolkit","report_type":"fit_review","study_id":"AIMCI-STUDY-BB68F3586D4A","title":"Semrush AI Visibility Toolkit for AI Source Intelligence 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 09:28:25.545996+00","research_date":"2026-09-17","source_snapshot_sha256":"e6be89f682a2337d544940aca44f341ce959018addfabb4340f2b00268756560","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":27,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Semrush AI Visibility Toolkit is a good fit for AI Source Intelligence Platforms when a buyer needs source-level competitive intelligence inside an existing Semrush SEO workflow. Three of seven platforms named it during ranking discovery, at an average listed rank of 4.0 and a best rank of 2. The strongest reason to consider it is direct reporting of cited sources, cited pages, missing sources, and competitor source gaps. The main limitation is coverage and pricing uncertainty: engine lists conflict across sources, and official pages reviewed did not display a dependable numeric price.","target_buyer":"Companies seeking AI Source Intelligence Platforms across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI citation and authority building","category_criteria":["Know which sources are cited most often","which sources support competitors","where source concentration exists","how citation architecture differs by brand","and which source gaps may represent strategic opportunities"],"geography":"United States","slug":"best-ai-source-intelligence-platforms","title":"Best AI Source Intelligence Platforms","use_case":"AI Source Intelligence Platforms"}}