{"citations":{"source_mix":{"company_owned":105,"independent":55,"unclear":2},"sources_referenced_by_questions":0,"support_mix":{"direct":129,"partial":26},"total_sources":162,"unique_domain_count":63},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Citation Architecture Audits","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","deepseek","openai"],"predicate":"final_consensus_rank","qualifier":"AI Citation Architecture Audits","subject":"Profound","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","deepseek","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Profound","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","grok"],"predicate":"final_consensus_rank","qualifier":"AI Citation Architecture Audits","subject":"CiteWorks Studio","unit":"rank","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","grok"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"CiteWorks Studio","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-17","platform_support":["google","grok"],"predicate":"final_consensus_rank","qualifier":"AI Citation Architecture Audits","subject":"The Enough Agency","unit":"rank","value":3},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-17","platform_support":["google","grok"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"The Enough Agency","unit":"platforms","value":2},{"claim_id":"claim-008","confidence":"verified","observed_at":"2026-09-17","platform_support":["deepseek","openai"],"predicate":"final_consensus_rank","qualifier":"AI Citation Architecture Audits","subject":"Scrunch","unit":"rank","value":4},{"claim_id":"claim-009","confidence":"verified","observed_at":"2026-09-17","platform_support":["deepseek","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Scrunch","unit":"platforms","value":2},{"claim_id":"claim-010","confidence":"verified","observed_at":"2026-09-17","platform_support":["deepseek","openai"],"predicate":"final_consensus_rank","qualifier":"AI Citation Architecture Audits","subject":"Peec AI","unit":"rank","value":5},{"claim_id":"claim-011","confidence":"verified","observed_at":"2026-09-17","platform_support":["deepseek","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Peec AI","unit":"platforms","value":2},{"claim_id":"claim-012","confidence":"verified","observed_at":"2026-09-17","platform_support":["grok","kimi"],"predicate":"final_consensus_rank","qualifier":"AI Citation Architecture Audits","subject":"BeCited","unit":"rank","value":6},{"claim_id":"claim-013","confidence":"verified","observed_at":"2026-09-17","platform_support":["grok","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"BeCited","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Profound","platform_mentions":3,"platform_share":0.42857142857142855},{"average_rank":2,"best_rank":1,"entity_id":"entity-002","entity_type":"company","final_rank":2,"name":"CiteWorks Studio","platform_mentions":2,"platform_share":0.2857142857142857},{"average_rank":2,"best_rank":1,"entity_id":"entity-003","entity_type":"company","final_rank":3,"name":"The Enough Agency","platform_mentions":2,"platform_share":0.2857142857142857},{"average_rank":4.5,"best_rank":3,"entity_id":"entity-004","entity_type":"company","final_rank":4,"name":"Scrunch","platform_mentions":2,"platform_share":0.2857142857142857},{"average_rank":5,"best_rank":2,"entity_id":"entity-005","entity_type":"company","final_rank":5,"name":"Peec AI","platform_mentions":2,"platform_share":0.2857142857142857},{"average_rank":5,"best_rank":4,"entity_id":"entity-006","entity_type":"company","final_rank":6,"name":"BeCited","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-citation-authority-building/architecture-audits.json","page_url":"https://aimarketingconsensusindex.com/ai-citation-authority-building/architecture-audits","report_type":"best_of_index","study_id":"AIMCI-STUDY-3CE59CEC13FF","title":"Best AI citation and authority building for AI Citation Architecture Audits: 7-Platform AI Consensus Index"},"limitations":["Exactly 7 platforms were included in this run: openai, anthropic, deepseek, grok, perplexity, kimi, google. The configured source value 7 is provenance only and must never be described as the number of platforms studied.","The finalrankingtable is the sole authority for rank, platform mentions, platform share, average rank, and best rank. Ignore any conflicting value embedded in a entity evidence bundle.","The Consensus Ranking table must contain exactly one row per finalrankingtable entity, in that order, using that exact entityname. Never split one ranked entity into two product, model, SKU, or product-line rows, and never add another ranking row for a brand already listed. Put recommended products or plans inside that entity's ranked section.","Platform mentions count only ranking-discovery mentions. Do not substitute the number of platforms that later completed a fit assessment.","Citation IDs inside each entity bundle are local to that entity. Consolidate sources by URL using the supplied source catalog.","The URLs were collected from platform responses and were not independently validated by either writer stage.","Each fitreviewurlorplaceholder is the final site-relative CMS path for that entity's review. Link the entity name to that exact path exactly once in its ranked prose section, outside tables and headings. Never replace it with a run ID, report ID, UUID, or local output path.","Use the exact entity-namespaced citation IDs from the source catalog (e.g. e1:); never transfer a citation between entities."],"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":"2026-09-17 12:20:30.393209+00","research_date":"2026-09-17","source_snapshot_sha256":"6feca30c700ce24451b89e81d1e193a089269dc6075ec7022ef087a21e127c60","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":52,"qualified_finalists":6,"ranking_unit":"Audit company, audit service, or advisory provider"},"schema_version":4,"summary":"Profound is the consensus leader for AI citation architecture audits in this 7-platform study, named by 3 of 7 platforms (42.9%) with an average listed position of 3.0 and a best position of 1. The strongest alternatives for distinct buyer needs are CiteWorks Studio for agency-led diagnosis plus implementation, The Enough Agency for multi-engine prompt testing with a prioritized roadmap, Scrunch for source-level citation monitoring, Peec AI for lower-cost recurring visibility tracking, and BeCited for a fixed-price, human-reviewed one-week diagnostic. The study covered 7 platforms (openai,…","target_buyer":"Companies seeking AI Citation Architecture Audits across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI citation and authority building","category_criteria":["Map first-party and third-party sources","identify which domains influence AI answers","compare competitor citation networks","detect missing authority sources","evaluate source concentration","and receive a prioritized plan for improving its citation environment"],"geography":"United States","slug":"best-ai-citation-architecture-audits","title":"Best AI Citation Architecture Audits","use_case":"AI Citation Architecture Audits"}}