{"buyer_scenarios":[{"fit":"best_suited","scenario":"Marketing, SEO, GEO, and content teams tracking buyer-intent prompts across ChatGPT, Gemini, Perplexity, Google AI Overviews, Google AI Mode, and Microsoft Copilot (openai, anthropic fit assessments)."},{"fit":"best_suited","scenario":"Agencies managing multiple client brands that need multi-project tracking, separate reporting, and client-ready dashboards ."},{"fit":"best_suited","scenario":"Teams that value citation and competitor gap analysis over raw ranking snapshots ."},{"fit":"best_suited","scenario":"Mid-market B2B SaaS teams in the roughly $2M–$50M ARR range that do not require enterprise compliance certifications (anthropic fit assessment)."},{"fit":"not_best_suited","scenario":"Buyers needing all seven named systems on a low-cost self-serve plan. Self-serve plans track three models from a seven-engine pool, and several requested systems appear to require Enterprise or paid add-ons (openai,…"},{"fit":"not_best_suited","scenario":"Organizations requiring independently audited measurement accuracy or a standardized cross-platform visibility methodology (openai fit assessment)."},{"fit":"not_best_suited","scenario":"Enterprises requiring SOC 2 Type II, HIPAA, or SCIM support. One independent review states these certifications are missing, which it says disqualifies Peec AI from Fortune 500 procurement in finance, healthcare, and…"},{"fit":"not_best_suited","scenario":"Teams seeking end-to-end AEO execution — monitoring plus content creation plus optimization — since Peec AI does not generate content or perform technical SEO changes ."}],"citations":{"source_mix":{"company_owned":12,"independent":26,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":30,"partial":8},"total_sources":39,"unique_domain_count":25},"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 Overall","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","grok","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms","subject":"Peec AI","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","grok","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Peec AI","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","anthropic","deepseek","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Peec AI","unit":"platforms","value":6},{"claim_id":"claim-005","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":3.6666666666666665,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Peec AI","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/ai-visibility-platforms/peec-ai.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/ai-visibility-platforms/peec-ai","report_type":"fit_review","study_id":"AIMCI-STUDY-4A8D3806F066","title":"Peec AI for AI Visibility Platforms: 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 05:55:55.091761+00","research_date":"2026-09-19","source_snapshot_sha256":"96ba4014216530e68615b5ce13d4e8978eb2a9740a840e0197cbdc9216754be4","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":38,"qualified_finalists":9,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Peec AI is a good fit for most buyers shopping for AI Visibility Platforms, with one significant caveat. Three of the seven platforms in this study named Peec AI during the ranking stage — DeepSeek, Grok, and Perplexity — at an average listed rank of 3.67 and a best rank of 3. The strongest reason to consider it is a tight match to the core use case: prompt-level tracking of brand mentions, citations, competitor share of voice, sentiment, and changes over time, with daily refresh and action-oriented gap analysis . The main limitation is coverage: self-serve plans track only three models from…","target_buyer":"Companies seeking AI Visibility Platforms across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Track recommendations","mentions","citations","competitors","important prompts","and changes over time; measure how its brand appears across major AI systems such as ChatGPT","Gemini","Claude","Perplexity","Grok","DeepSeek","and Kimi"],"geography":"United States","slug":"best-ai-visibility-platforms-overall","title":"Best AI Visibility Platforms Overall","use_case":"AI Visibility Platforms"}}