{"citations":{"source_mix":{"company_owned":28,"independent":4,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":22,"partial":5},"total_sources":32,"unique_domain_count":10},"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 Citation Architecture Agencies for AI Search","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","google","grok","perplexity"],"predicate":"final_consensus_rank","qualifier":"Citation Architecture Agencies for AI Search","subject":"CiteWorks Studio","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","google","grok","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"CiteWorks Studio","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","deepseek","grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"CiteWorks Studio","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-17","platform_support":["openai","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"good","subject":"CiteWorks Studio","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1.25,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"CiteWorks Studio","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-geo-agencies/citation-architecture/citeworks-studio.json","page_url":"https://aimarketingconsensusindex.com/ai-search-geo-agencies/citation-architecture/citeworks-studio","report_type":"fit_review","study_id":"AIMCI-STUDY-8FAC9717178D","title":"CiteWorks Studio for Citation Architecture Agencies for AI Search: 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.","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 23:41:40.307775+00","research_date":"2026-09-17","source_snapshot_sha256":"069f23249c16d0e2487b434e45e07e1cea58ea0c53f81d488f0b514a18bcdad4","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":38,"qualified_finalists":8,"ranking_unit":"Agency or consulting partner"},"schema_version":4,"summary":"CiteWorks Studio is a good fit for companies seeking an agency-led citation architecture engagement for AI search, with meaningful verification requirements. Four of the seven platforms in this study named it during the ranking stage, and it finished first overall with an average listed rank of 1.25. Its strongest asset is a published service scope that maps directly onto the buyer need: citation-source mapping, competitor citation benchmarking, authority-gap prioritization, third-party corroboration, and month-over-month measurement across multiple AI platforms. The main limitation is…","target_buyer":"Companies seeking Citation Architecture Agencies for AI Search across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI search and GEO agencies","category_criteria":["Citation architecture: identifying which sources influence AI answers","mapping citation pathways","finding authority gaps","improving source coverage","strengthening third-party corroboration","and measuring whether those changes affect AI citations and recommendations"],"geography":"United States","slug":"best-citation-architecture-agencies-for-ai-search","title":"Best Citation Architecture Agencies for AI Search","use_case":"Citation Architecture Agencies for AI Search"}}