{"citations":{"source_mix":{"company_owned":21,"independent":4,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":22,"partial":0},"total_sources":25,"unique_domain_count":9},"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","grok"],"predicate":"final_consensus_rank","qualifier":"AI Citation Architecture Audits","subject":"CiteWorks Studio","unit":"rank","value":2},{"claim_id":"claim-003","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-004","confidence":"verified","observed_at":"2026-09-17","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"CiteWorks Studio","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-17","platform_support":["openai","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"CiteWorks Studio","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"CiteWorks Studio","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"CiteWorks Studio","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-citation-authority-building/architecture-audits/citeworks-studio.json","page_url":"https://aimarketingconsensusindex.com/ai-citation-authority-building/architecture-audits/citeworks-studio","report_type":"fit_review","study_id":"AIMCI-STUDY-3D9C3260554A","title":"CiteWorks Studio for AI Citation Architecture Audits: 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.","Company-owned citations materially outnumber independent citations; do not describe company claims as independently verified.","Platform-reported research dates differ from the authoritative run date; disclose this as a methodology limitation.","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":"2026-09-17 12:12:04.59128+00","research_date":"2026-09-17","source_snapshot_sha256":"a083dfe52f31e4e20246f3bce718e9110c629a2dd8d303477bf8986196de1028","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":52,"qualified_finalists":6,"ranking_unit":"Audit company, audit service, or advisory provider"},"schema_version":4,"summary":"CiteWorks Studio is a good fit for companies that want an agency-led AI citation architecture audit combined with implementation support. Two of seven platforms named it during ranking discovery, and it finished with an average listed rank of 2.0 and a best rank of 1. Its strongest asset is an explicitly documented audit-to-roadmap workflow covering owned and third-party sources, competitor citation footprints, citation gaps, and a prioritized corrective-action plan. The main limitation is transparency: no public pricing, no standardized package specification, no independent validation of…","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"}}