{"citations":{"source_mix":{"company_owned":16,"independent":5,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":17,"partial":4},"total_sources":21,"unique_domain_count":6},"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 Ecommerce Brands","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Ecommerce Brands","subject":"Ranketta","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Ranketta","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Ranketta","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Ranketta","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Ranketta","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"Ranketta","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/ecommerce-brands/ranketta.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/ecommerce-brands/ranketta","report_type":"fit_review","study_id":"AIMCI-STUDY-169596111656","title":"Ranketta for AI Visibility Platforms 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":"2026-09-19 10:00:49.770787+00","research_date":"2026-09-19","source_snapshot_sha256":"39475bbf0903e5ba80759a0bf6d89a6e901bcb12a4763757f2284d7cc92a3273","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":40,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Ranketta is a good fit for ecommerce brands that need SKU-level AI recommendation tracking plus product-feed merchandising, but it is a qualified pilot rather than an automatic enterprise choice. Three of seven platforms named Ranketta during the ranking stage (anthropic, kimi, perplexity), a 42.9% share of included platform responses, with an average listed rank of 4.0 and a best listed rank of 3. The strongest reason to consider it is its product-level rather than brand-level tracking, tied to catalog enrichment and feed export. The main limitation is that competitor-monitoring depth,…","target_buyer":"Ecommerce brands competing in product discovery, comparison, review, and purchase-intent AI search prompts","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Competitor monitoring","prompt-level visibility","recommendation tracking","citation analysis","and historical reporting"],"geography":"United States","slug":"best-ai-visibility-platforms-for-ecommerce-brands","title":"Best AI Visibility Platforms for Ecommerce Brands","use_case":"AI Visibility Platforms for Ecommerce Brands"}}