{"citations":{"source_mix":{"company_owned":23,"independent":26,"unclear":3},"sources_referenced_by_questions":0,"support_mix":{"direct":28,"partial":5},"total_sources":52,"unique_domain_count":26},"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 Brand Visibility Tracking Tools","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","google","openai"],"predicate":"final_consensus_rank","qualifier":"AI Brand Visibility Tracking Tools","subject":"Semrush","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","google","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Semrush","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","anthropic","deepseek","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":["grok"],"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":2.6666666666666665,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"Semrush","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/brand-visibility-tracking/semrush.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/brand-visibility-tracking/semrush","report_type":"fit_review","study_id":"AIMCI-STUDY-E01D379C1062","title":"Semrush for AI Brand Visibility Tracking Tools: 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.","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 06:43:32.933846+00","research_date":"2026-09-19","source_snapshot_sha256":"1a799574ec2398845d782e8b62d374f83eda996f1e0632282d4f793a51590898","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":39,"qualified_finalists":10,"ranking_unit":"Software tool or content optimization platform"},"schema_version":4,"summary":"Semrush is a good fit for AI brand visibility tracking if the buyer already uses Semrush SEO tools or wants SEO and AI visibility in one vendor. Three of seven platforms named Semrush during ranking discovery, with an average listed rank of 2.67 and a best rank of 1. Its strongest asset is the AI Visibility Toolkit's combination of mentions, citations, visibility score, sentiment, share of voice, competitor gaps, and prompt research across ChatGPT, Google AI, Gemini, and Perplexity . The main limitation is coverage and scale: Claude, Copilot, and DeepSeek sit outside the self-serve tier, the…","target_buyer":"Brands seeking AI Brand Visibility Tracking Tools across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Track mentions","recommendations","citations","prompt coverage","and changes in brand visibility over time"],"geography":"United States","slug":"best-ai-brand-visibility-tracking-tools","title":"Best AI Brand Visibility Tracking Tools","use_case":"AI Brand Visibility Tracking Tools"}}