{"buyer_scenarios":[{"fit":"best_suited","scenario":"SEO and content teams monitoring citation share across major AI search systems ."},{"fit":"best_suited","scenario":"Companies comparing their brand with named competitors on the same prompts ."},{"fit":"best_suited","scenario":"Teams needing source- and URL-level gap analysis to prioritize content, PR, partnerships, or authority work ."},{"fit":"best_suited","scenario":"Agencies needing multi-client or multi-project reporting with unlimited users (, -6)."},{"fit":"not_best_suited","scenario":"Buyers requiring a complete citation-optimization execution workflow rather than analytics and recommendations (, -1, -2, -3)."},{"fit":"not_best_suited","scenario":"Organizations requiring independently audited citation-attribution accuracy or causal proof of traffic and revenue impact (, -11)."},{"fit":"not_best_suited","scenario":"Buyers that require publicly disclosed enterprise pricing before engaging sales ."},{"fit":"not_best_suited","scenario":"Enterprises requiring all-model coverage at entry-level pricing, since additional model costs escalate total cost (-15, -10)."}],"citations":{"source_mix":{"company_owned":10,"independent":22,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":12,"partial":7},"total_sources":32,"unique_domain_count":25},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-17","predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Citation Architecture Platforms","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","google","grok","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Citation Architecture Platforms","subject":"Peec AI","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","google","grok","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Peec AI","unit":"platforms","value":5}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.2,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"Peec AI","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-citation-authority-building/architecture-platforms/peec-ai.json","page_url":"https://aimarketingconsensusindex.com/ai-citation-authority-building/architecture-platforms/peec-ai","report_type":"fit_review","study_id":"AIMCI-STUDY-2F4DAC99723C","title":"Peec AI for AI Citation Architecture 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.","6 of 7 included platforms returned a usable fit assessment; disclose this as a methodology limitation and do not describe the fit findings as unanimous, 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.","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_queried":["openai","anthropic","deepseek","grok","perplexity","kimi","google"],"stages":["ranking_discovery","fit_assessment","normalization","editorial_synthesis"],"version":"alias-table-1"},"provenance":{"generated_at":"2026-09-17 10:50:43.941814+00","research_date":"2026-09-17","source_snapshot_sha256":"da6593ea05e523acf297451c7abb9adb75713862593a82e32099123c777a67b2","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":33,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Peec AI is a good, though not unequivocal, fit for AI Citation Architecture Platforms. Five of the seven platforms included in this study named Peec AI during the ranking stage, and six returned a usable fit assessment. Its strongest match is diagnostic citation intelligence: prompt-level monitoring, domain- and URL-level source mapping, competitor share-of-voice benchmarking, daily historical tracking, and prioritized citation-gap reporting. The main limitation is that Peec AI is monitoring-only. Independent reviews describe it as analytics-focused, without content creation, schema…","target_buyer":"Companies seeking AI Citation Architecture Platforms across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI citation and authority building","category_criteria":["Source mapping","competitor comparison","prompt-level citation data","historical tracking","and identification of authority gaps"],"geography":"United States","slug":"best-ai-citation-architecture-platforms","title":"Best AI Citation Architecture Platforms","use_case":"AI Citation Architecture Platforms"}}