{"citations":{"source_mix":{"company_owned":31,"independent":18,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":42,"partial":8},"total_sources":50,"unique_domain_count":28},"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":["google","openai"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Ecommerce Brands","subject":"Scrunch","unit":"rank","value":10},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["google","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Scrunch","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Scrunch","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","anthropic","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Scrunch","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Scrunch","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":10,"name":"Scrunch","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/ecommerce-brands/scrunch.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/ecommerce-brands/scrunch","report_type":"fit_review","study_id":"AIMCI-STUDY-1E5FED4E82B3","title":"Scrunch 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.","The deterministic identity audit contains qualification notes that must be disclosed where relevant.","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 10:07:20.688447+00","research_date":"2026-09-19","source_snapshot_sha256":"805cefadb0133f985116de411338911f90b1fe17e1e67292de7b4e320521cfa1","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":40,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Scrunch is a good fit for mid-market and enterprise ecommerce brands that need prompt-level AI visibility monitoring, competitor tracking, citation analysis, and an optional agent-delivery layer. Two of seven platforms named Scrunch during the ranking stage (google, openai), a 28.6% share of included platform responses, at an average listed rank of 6.0 and a best rank of 3. The strongest reason to consider it is the combination of competitor citation monitoring with the Agent Experience Platform (AXP) delivery layer. The main limitation is unresolved public pricing and unverified…","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"}}