{"citations":{"source_mix":{"company_owned":21,"independent":24,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":23,"partial":4},"total_sources":45,"unique_domain_count":23},"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 Historical Trend Tracking","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","google","grok","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Historical Trend Tracking","subject":"Semrush","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","google","grok","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Semrush","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","anthropic","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Semrush","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["grok","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Semrush","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Semrush","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.4,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Semrush","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/historical-trend-tracking/semrush.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/historical-trend-tracking/semrush","report_type":"fit_review","study_id":"AIMCI-STUDY-2C0A61898931","title":"Semrush for AI Visibility Platforms for Historical Trend Tracking: 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.","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 14:02:29.578651+00","research_date":"2026-09-19","source_snapshot_sha256":"c4261b2aed74936be48ca63eaaf1461ddb3cc47084ae00124dd4f840d729446c","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":35,"qualified_finalists":8,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Semrush is a good fit for companies that need historical AI-visibility trends, citation movement, competitor benchmarking, and daily tracking of selected prompts across supported AI platforms, especially if they already use Semrush for SEO. Five of seven platforms named Semrush during the ranking stage, with an average listed rank of 5.4 and a best rank of 3. Its strongest asset is native historical trend reporting: Visibility Overview supports 1-month, 6-month, and all-time views, and Competitor Research populates with six months of history (openai:semrushvisibilityoverview,…","target_buyer":"Companies seeking AI Visibility Platforms for Historical Trend Tracking across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Historical recommendation data","citation trends","competitor movement","prompt-level changes","platform differences","and reliable snapshots that are not overwritten by newer results"],"geography":"United States","slug":"best-ai-visibility-platforms-for-historical-trend-tracking","title":"Best AI Visibility Platforms for Historical Trend Tracking","use_case":"AI Visibility Platforms for Historical Trend Tracking"}}