{"citations":{"source_mix":{"company_owned":12,"independent":33,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":35,"partial":10},"total_sources":45,"unique_domain_count":29},"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 Content Optimization Tools for ChatGPT Visibility","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["google","openai"],"predicate":"final_consensus_rank","qualifier":"Content Optimization Tools for ChatGPT Visibility","subject":"Peec AI","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":"Peec AI","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Peec AI","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","anthropic","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Peec AI","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Peec AI","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":10,"name":"Peec AI","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-seo-content-optimization/chatgpt-visibility/peec-ai.json","page_url":"https://aimarketingconsensusindex.com/ai-seo-content-optimization/chatgpt-visibility/peec-ai","report_type":"fit_review","study_id":"AIMCI-STUDY-1D8517C3F9B6","title":"Peec AI for Content Optimization Tools for ChatGPT Visibility: 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.","Platform-reported research dates differ from the authoritative run date; disclose this as a methodology limitation.","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 02:02:42.394839+00","research_date":"2026-09-19","source_snapshot_sha256":"1f3f9a1057509f8db280890838d43e8fadd24b3f3e24d176dadb4baf95f0a132","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":35,"qualified_finalists":10,"ranking_unit":"Software tool or content optimization platform"},"schema_version":4,"summary":"Peec AI is a good fit for companies that need to monitor and diagnose ChatGPT visibility and convert prompt, competitor, source, and content-gap data into optimization priorities. It is not a full content-writing or editorial optimization suite. Two of the seven included platforms named Peec AI during the ranking stage (google, openai), giving it a 28.6% share of included platform responses, an average listed rank of 5.0, and a best listed rank of 2. The strongest reason to consider it is direct ChatGPT visibility monitoring with citation and query-fanout analysis. The main limitation is…","target_buyer":"Companies that specifically need to monitor or improve visibility in ChatGPT responses","topic":{"base_category":"AI SEO and content optimization tools","category_criteria":["Software that can help identify relevant questions","improve topical coverage","analyze competing content","strengthen clarity","and optimize information for AI-assisted discovery"],"geography":"United States","slug":"best-content-optimization-tools-for-chatgpt-visibility","title":"Best Content Optimization Tools for ChatGPT Visibility","use_case":"Content Optimization Tools for ChatGPT Visibility"}}