{"citations":{"source_mix":{"company_owned":25,"independent":10,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":33,"partial":2},"total_sources":35,"unique_domain_count":15},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-16","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Citation Architecture Agencies","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-16","platform_support":["deepseek","kimi","openai"],"predicate":"final_consensus_rank","qualifier":"AI Citation Architecture Agencies","subject":"Citevora","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-16","platform_support":["deepseek","kimi","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Citevora","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-16","platform_support":["deepseek","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Citevora","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-16","platform_support":["openai","kimi","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Citevora","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-16","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Citevora","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1.3333333333333333,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"Citevora","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-citation-authority-building/architecture-agencies/citevora.json","page_url":"https://aimarketingconsensusindex.com/ai-citation-authority-building/architecture-agencies/citevora","report_type":"fit_review","study_id":"AIMCI-STUDY-D1C0DD0A29A7","title":"Citevora for AI Citation Architecture Agencies: 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":"2026-09-16 11:30:15.879912+00","research_date":"2026-09-16","source_snapshot_sha256":"68a7f2f8d2c3b9cc470556ba1ec2a090cc65d953391799514fb0aaf07be6b249","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":45,"qualified_finalists":7,"ranking_unit":"Agency or consulting partner"},"schema_version":4,"summary":"Citevora is a good fit for U.S. companies that want specialized AI citation-architecture research plus optional ongoing execution. Three of seven platforms named Citevora during the ranking stage — 43% of included platform responses — at an average listed rank of 1.33 and a best rank of 1 (deepseek, kimi, openai). The strongest reason to consider it is the published AI Citation Analysis diagnostic, which maps buyer prompts, competitor citation pathways, cited source domains, and authority gaps, then delivers a 90-day roadmap . The main limitation is evidence quality: most available material…","target_buyer":"Companies seeking AI Citation Architecture Agencies across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI citation and authority building","category_criteria":["Map influential sources","analyze competitor citation pathways","identify authority gaps","strengthen source coverage","and measure whether those changes improve AI citations and recommendations; citation architecture for AI search understanding the network of first-party and third-party sources that AI systems rely upon when answering questions","citing information","and recommending brands"],"geography":"United States","slug":"best-ai-citation-architecture-agencies","title":"Best AI Citation Architecture Agencies","use_case":"AI Citation Architecture Agencies"}}