{"citations":{"source_mix":{"company_owned":33,"independent":29,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":59,"partial":2},"total_sources":62,"unique_domain_count":30},"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 Search Audits for Ecommerce Brands","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","openai"],"predicate":"final_consensus_rank","qualifier":"AI Search Audits for Ecommerce Brands","subject":"Semrush","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Semrush","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","anthropic","deepseek","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Semrush","unit":"platforms","value":6},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","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":4,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Semrush","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/ecommerce-audits/semrush.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/ecommerce-audits/semrush","report_type":"fit_review","study_id":"AIMCI-STUDY-E8EDBD096581","title":"Semrush for AI Search Audits for Ecommerce Brands: 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 11:38:42.688886+00","research_date":"2026-09-18","source_snapshot_sha256":"72cdb609b47188069eb4fad32a1bede187b700460bda48c3ca8a340cac08a6ae","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":49,"qualified_finalists":8,"ranking_unit":"Audit company, audit service, or advisory provider"},"schema_version":4,"summary":"Semrush is a good fit for ecommerce brands that want AI search visibility auditing combined with traditional technical SEO in one platform. Two of the seven platforms that evaluated fit named Semrush during ranking discovery, and six of seven rated it a good fit; one rated it weak. The strongest reason to consider it is the combination of AI Search Health technical checks, prompt and competitor visibility tracking, and citation-source reporting inside a suite many ecommerce teams already use. The main limitation is that public documentation does not verify SKU-level product citation…","target_buyer":"Ecommerce brands competing in product discovery, comparison, review, and purchase-intent AI search prompts","topic":{"base_category":"AI search audits and market intelligence","category_criteria":["An audit covering recommendation visibility","competitor presence","product citations","influential publishers and sources","citation architecture","category authority","and opportunities to improve AI discovery"],"geography":"United States","slug":"best-ai-search-audits-for-ecommerce-brands","title":"Best AI Search Audits for Ecommerce Brands","use_case":"AI Search Audits for Ecommerce Brands"}}