{"citations":{"source_mix":{"company_owned":23,"independent":10,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":24,"partial":9},"total_sources":33,"unique_domain_count":20},"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":["anthropic","grok"],"predicate":"final_consensus_rank","qualifier":"AI Search Audits for Ecommerce Brands","subject":"Triple Whale","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","grok"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Triple Whale","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Triple Whale","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Triple Whale","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Triple Whale","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":"Triple Whale","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/ecommerce-audits/triple-whale.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/ecommerce-audits/triple-whale","report_type":"fit_review","study_id":"AIMCI-STUDY-5613EBE8C110","title":"Triple Whale 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 11:37:35.54327+00","research_date":"2026-09-18","source_snapshot_sha256":"063f423f0b25c662bfe0c73cbcf4f736fed5b049454cfb030f89fc1d3feba27f","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":49,"qualified_finalists":8,"ranking_unit":"Audit company, audit service, or advisory provider"},"schema_version":4,"summary":"Triple Whale is a good fit for ecommerce brands that want recurring AI-search visibility monitoring tied to ecommerce analytics, and a mixed fit for buyers who need a rigorous standalone AI Search Audit. Two of seven platforms named Triple Whale during ranking discovery, so its inclusion rests on a minority of platform responses. Its strongest advantage is ecommerce-native context: prompt-level mention tracking, competitor visibility, cited-source fields, and connection to Shopify and revenue data. Its main limitation is depth: public evidence does not verify comprehensive…","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"}}