{"citations":{"source_mix":{"company_owned":39,"independent":5,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":27,"partial":2},"total_sources":44,"unique_domain_count":14},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Search Agencies for Citation Architecture Strategy","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["grok","openai"],"predicate":"final_consensus_rank","qualifier":"AI Search Agencies for Citation Architecture Strategy","subject":"CiteWorks Studio","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["grok","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"CiteWorks Studio","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"CiteWorks Studio","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","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":"2026-09-18","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"CiteWorks Studio","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"CiteWorks Studio","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-geo-agencies/citation-architecture-strategy/citeworks-studio.json","page_url":"https://aimarketingconsensusindex.com/ai-search-geo-agencies/citation-architecture-strategy/citeworks-studio","report_type":"fit_review","study_id":"AIMCI-STUDY-F7DB3D537C01","title":"CiteWorks Studio for AI Search Agencies for Citation Architecture Strategy: 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.","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":"2026-09-18 00:09:57.210512+00","research_date":"2026-09-18","source_snapshot_sha256":"bd92eb765eb9ae0f0f44ac650cd2cfd2ee1d1d96d994f0927249e1d1bfaf2cde","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":50,"qualified_finalists":7,"ranking_unit":"Agency or consulting partner"},"schema_version":4,"summary":"CiteWorks Studio is a good fit for companies seeking an agency-led citation architecture strategy, with moderate factual uncertainty. Two of seven platforms named it during the ranking stage (grok and openai), and both listed it at rank 1, giving it an average listed rank of 1.0 and a 28.6% share of included platform responses. The strongest reason to consider it: its publicly described services directly target citation architecture across publishers, comparison sites, directories, reviews, videos, and community sources that AI systems retrieve (openai:citeworksarchitecture, -1, ). The main…","target_buyer":"Companies seeking AI Search Agencies for Citation Architecture Strategy across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI search and GEO agencies","category_criteria":["Design a citation architecture strategy around the publishers","comparison sites","industry resources","authoritative domains","company assets","and other sources that AI systems may rely upon when generating answers and recommendations"],"geography":"United States","slug":"best-ai-search-agencies-for-citation-architecture-strategy","title":"Best AI Search Agencies for Citation Architecture Strategy","use_case":"AI Search Agencies for Citation Architecture Strategy"}}