{"citations":{"source_mix":{"company_owned":20,"independent":18,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":36,"partial":2},"total_sources":38,"unique_domain_count":21},"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 Market Intelligence Platforms for Product Positioning","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Market Intelligence Platforms for Product Positioning","subject":"Peec.ai Brand Perception","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Peec.ai Brand Perception","unit":"platforms","value":7},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Peec.ai Brand Perception","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Peec.ai Brand Perception","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Peec.ai Brand Perception","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.4285714285714284,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Peec.ai Brand Perception","platform_mentions":7,"platform_share":1}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/product-positioning/peec-ai-brand-perception.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/product-positioning/peec-ai-brand-perception","report_type":"fit_review","study_id":"AIMCI-STUDY-C8329D5BD4D3","title":"Peec.ai Brand Perception for AI Market Intelligence Platforms for Product Positioning: 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":"2026-09-18 17:00:45.359798+00","research_date":"2026-09-18","source_snapshot_sha256":"f50235e08a8ef4835b9ea00db3d02da05677d1b5446ea6d4c86fec8523215438","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":34,"qualified_finalists":10,"ranking_unit":"Research platform, intelligence provider, or advisory solution"},"schema_version":4,"summary":"Peec.ai Brand Perception is a strong fit for product and marketing teams that need to see which attributes AI systems associate with their brand and competitors, where positioning gaps exist, and which sources shape those descriptions. All seven platforms that reached the ranking stage named it, and it finished first overall. The strongest reason to consider it is its attribute-level, source-traced view of AI-generated brand descriptions across multiple models. The main limitation is that it is a measurement and intelligence layer only: it does not explain why positioning changed, prescribe…","target_buyer":"Product and marketing teams refining positioning around how AI systems describe their category","topic":{"base_category":"AI search audits and market intelligence","category_criteria":["Know which attributes AI platforms associate with each company","which use cases drive recommendations","what sources influence those descriptions","where competitors dominate","and which positioning gaps may exist"],"geography":"United States","slug":"best-ai-market-intelligence-platforms-for-product-positioning","title":"Best AI Market Intelligence Platforms for Product Positioning","use_case":"AI Market Intelligence Platforms for Product Positioning"}}