{"citations":{"source_mix":{"company_owned":17,"independent":10,"unclear":7},"sources_referenced_by_questions":0,"support_mix":{"direct":26,"partial":7},"total_sources":34,"unique_domain_count":24},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Search Agencies for Competitive Citation Analysis","unit":"platforms","value":6},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["grok","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Search Agencies for Competitive Citation Analysis","subject":"GenOptima","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["grok","perplexity"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"GenOptima","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"GenOptima","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"good","subject":"GenOptima","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"GenOptima","unit":"platforms","value":2},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"GenOptima","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.5,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"GenOptima","platform_mentions":2,"platform_share":0.3333333333333333}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-geo-agencies/competitive-citation-analysis/genoptima.json","page_url":"https://aimarketingconsensusindex.com/ai-search-geo-agencies/competitive-citation-analysis/genoptima","report_type":"fit_review","study_id":"AIMCI-STUDY-455BD3DE9E1A","title":"GenOptima for AI Search Agencies for Competitive Citation Analysis: 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":6,"maximum_finalists":10,"minimum_mentions":2,"name":"AI Marketing Consensus Index cross-platform AI consensus analysis","platforms_included":["anthropic","deepseek","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 00:46:40.498005+00","research_date":"2026-09-18","source_snapshot_sha256":"bb49bb211a00d6f86338eed51deb95fc05314917ae62b6ba02a68de90f5a9245","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":40,"qualified_finalists":7,"ranking_unit":"Agency or consulting partner"},"schema_version":4,"summary":"GenOptima is a mixed-to-uncertain fit for AI Search Agencies for Competitive Citation Analysis. Two of six platforms named it during ranking discovery — Grok (rank 2) and Perplexity (rank 9) — giving it a 33.3% share of included platform responses and an average listed rank of 5.5. The strongest reason to consider it is its publicly described Citation Graph Optimization framework and GENO Result-as-a-Service model, which explicitly reference competitor citation mapping and source-level tracking. The main limitation is evidence quality: most public material is company-owned or…","target_buyer":"Companies seeking AI Search Agencies for Competitive Citation Analysis across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI search and GEO agencies","category_criteria":["Map competitor citations","identify the domains and pages influencing AI answers","compare citation architecture across brands","uncover missing authority sources","and translate those findings into an actionable GEO strategy"],"geography":"United States","slug":"best-ai-search-agencies-for-competitive-citation-analysis","title":"Best AI Search Agencies for Competitive Citation Analysis","use_case":"AI Search Agencies for Competitive Citation Analysis"}}