{"buyer_scenarios":[{"fit":"best_suited","scenario":"In-house SEO, content, brand, and marketing teams beginning or scaling AI-search measurement ."},{"fit":"best_suited","scenario":"Companies prioritizing citation and source-gap analysis and competitor benchmarking (, -3)."},{"fit":"best_suited","scenario":"Teams needing daily historical monitoring across multiple AI-answer platforms (-4)."},{"fit":"best_suited","scenario":"Agencies and multi-project teams needing shared prompts, reporting, and client-oriented monitoring (, -5)."},{"fit":"not_best_suited","scenario":"Buyers needing a full traditional SEO suite rather than an AI-search visibility specialist ."},{"fit":"not_best_suited","scenario":"Organizations requiring independently audited measurement methodology or guaranteed platform coverage (, -1)."},{"fit":"not_best_suited","scenario":"Teams needing extensive enterprise procurement, security, SSO, API, or custom-model requirements unless Enterprise terms are confirmed (, -3)."},{"fit":"not_best_suited","scenario":"Companies seeking direct control over or guaranteed improvement in AI-engine rankings ."}],"citations":{"source_mix":{"company_owned":15,"independent":26,"unclear":2},"sources_referenced_by_questions":0,"support_mix":{"direct":40,"partial":3},"total_sources":43,"unique_domain_count":32},"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 Measurement and Strategy","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","google","grok","kimi","openai"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Measurement and Strategy","subject":"Peec AI","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","google","grok","kimi","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Peec AI","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Peec AI","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Peec AI","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Peec AI","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-19","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Peec AI","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.6,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Peec AI","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/measurement-strategy/peec-ai.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/measurement-strategy/peec-ai","report_type":"fit_review","study_id":"AIMCI-STUDY-27F48D8736D6","title":"Peec AI for AI Visibility Platforms for Measurement and Strategy: 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 15:17:50.311947+00","research_date":"2026-09-19","source_snapshot_sha256":"4976e69835ba5ec15c6a57ba83f9b7353f28b5946215b324754b577710493bc3","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":37,"qualified_finalists":7,"ranking_unit":"Strategy, solution provider, or implementation partner"},"schema_version":4,"summary":"Peec AI is a good fit for companies that need recurring measurement of brand visibility, citation sources, competitor share of voice, and prioritized GEO/AEO actions across major AI answer engines. Five of the seven platforms in this study named Peec AI during the ranking stage, and four of those five rated it a good or strong fit for this use case. Its strongest asset is citation intelligence: it separates \"used\" sources from \"cited\" sources and scores source gaps by estimated impact. The main limitation is that Peec AI diagnoses visibility problems but does not execute fixes, and it offers…","target_buyer":"Companies seeking AI Visibility Platforms for Measurement and Strategy across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Recommendation and citation tracking","competitor benchmarking","citation architecture analysis","source-gap identification","historical reporting","and an actionable GEO/AEO strategy"],"geography":"United States","slug":"best-ai-visibility-platforms-for-measurement-and-strategy","title":"Best AI Visibility Platforms for Measurement and Strategy","use_case":"AI Visibility Platforms for Measurement and Strategy"}}