{"citations":{"source_mix":{"company_owned":25,"independent":13,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":30,"partial":0},"total_sources":38,"unique_domain_count":16},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Market Intelligence Platforms for Recommendation and Citation Data","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","google"],"predicate":"final_consensus_rank","qualifier":"AI Market Intelligence Platforms for Recommendation and Citation Data","subject":"Omnia","unit":"rank","value":10},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","google"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Omnia","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Omnia","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Omnia","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Omnia","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Omnia","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.5,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":10,"name":"Omnia","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/recommendation-citation-data/omnia.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/recommendation-citation-data/omnia","report_type":"fit_review","study_id":"AIMCI-STUDY-3C9BDE332DB1","title":"Omnia for AI Market Intelligence Platforms for Recommendation and Citation Data: 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":"2026-09-19 14:33:37.284053+00","research_date":"2026-09-19","source_snapshot_sha256":"2b5af55a6d1fa54ec7a35465f9e843caca9790b0a504f447e5da2b76c85955e3","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":31,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Omnia is a mixed-to-good fit for AI market intelligence focused on recommendation and citation data, but only for buyers who accept vendor-reported evidence. Two of seven platforms named Omnia during ranking discovery (anthropic, google), at ranks 6 and 3, for an average listed rank of 4.5. The strongest reason to consider it is direct alignment with recommendation monitoring, share of voice, citation-domain analysis, competitor benchmarking, and daily prompt tracking across major AI engines . The main limitation is that most capability claims come from Omnia-owned pages, the ranking-stage…","target_buyer":"Companies seeking AI Market Intelligence Platforms for Recommendation and Citation Data across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Understand which companies AI systems recommend","recommendation share","citation share","competitor movement","influential source domains","prompt-level differences","and historical market changes"],"geography":"United States","slug":"best-ai-market-intelligence-platforms-for-recommendation-and-citation-data","title":"Best AI Market Intelligence Platforms for Recommendation and Citation Data","use_case":"AI Market Intelligence Platforms for Recommendation and Citation Data"}}