{"buyer_scenarios":[{"fit":"best_suited","scenario":"Marketing teams tracking a defined set of strategic prompts across ChatGPT, Google AI Overviews/AI Mode, Gemini, Microsoft Copilot, and Naver AI."},{"fit":"best_suited","scenario":"CMOs needing competitive benchmarking, citation and source analysis, prioritized recommendations, shareable dashboards, and recurring reporting."},{"fit":"best_suited","scenario":"Agencies or marketing groups managing multiple brands through agency workspaces, shared credit pools, client dashboards, and consolidated billing."},{"fit":"best_suited","scenario":"Teams evaluating quarterly AI visibility trends and competitive share of voice."}],"citations":{"source_mix":{"company_owned":13,"independent":29,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":33,"partial":9},"total_sources":42,"unique_domain_count":26},"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 CMOs","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 CMOs","subject":"Peec AI","unit":"rank","value":7},{"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":["openai","anthropic","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Peec AI","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Peec AI","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":7,"name":"Peec AI","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/cmos/peec-ai.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/cmos/peec-ai","report_type":"fit_review","study_id":"AIMCI-STUDY-E32252EF195A","title":"Peec AI for AI Visibility Platforms for CMOs: 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 11:04:46.550526+00","research_date":"2026-09-19","source_snapshot_sha256":"7358d0955ad937ccec078a94a20da86776fd3cfc7491aa7339690da4c0161cd1","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":42,"qualified_finalists":9,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Peec AI is a good fit for CMOs who need board-ready monitoring of brand visibility, sentiment, share of voice, competitor movement, and cited sources across major AI search channels — provided they already have internal SEO or content resources to act on the findings. Two of the seven platforms in this study named Peec AI during the ranking stage (google, openai), giving it a 28.6% share of included platform responses, an average listed rank of 6.0, and a best listed rank of 3. The strongest reason to consider it is its combination of daily multi-model tracking, citation and source-gap…","target_buyer":"CMOs and senior marketing leaders needing board-ready AI search visibility and competitive intelligence","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Multi-platform coverage","prompt tracking","recommendation and mention measurement","citation tracking","competitor benchmarking","historical trend reporting","and executive-ready dashboards"],"geography":"United States","slug":"best-ai-visibility-platforms-for-cmos","title":"Best AI Visibility Platforms for CMOs","use_case":"AI Visibility Platforms for CMOs"}}