{"citations":{"source_mix":{"company_owned":30,"independent":11,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":27,"partial":14},"total_sources":41,"unique_domain_count":17},"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 Visibility Platforms for Competitor Citation Analysis","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 Visibility Platforms for Competitor Citation Analysis","subject":"Omnia","unit":"rank","value":7},{"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":["anthropic","grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Omnia","unit":"platforms","value":3},{"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":["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":1.5,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"Omnia","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/competitor-citation-analysis/omnia.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/competitor-citation-analysis/omnia","report_type":"fit_review","study_id":"AIMCI-STUDY-741EBE775CE6","title":"Omnia for AI Visibility Platforms for Competitor 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.","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 13:01:24.830915+00","research_date":"2026-09-19","source_snapshot_sha256":"483b6e143c294ba71fe4b2367407699b4405b9b39b73cec9c34122925e1c241d","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":35,"qualified_finalists":7,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Omnia is a good fit for companies that need competitor citation analysis across AI answer engines, with one important caveat: the evidence is mostly company-owned. Two of seven platforms named Omnia during ranking discovery (anthropic, google), placing it at an average listed rank of 1.5 and a best rank of 1. The strongest reason to consider it is its URL-level citation tracking combined with competitor benchmarking and an execution layer that converts citation gaps into content briefs and placement targets. The main limitation is that independent validation of its citation methodology,…","target_buyer":"Companies seeking AI Visibility Platforms for Competitor Citation Analysis across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Identify which domains and pages are cited for each brand","which sources appear to influence recommendations","how competitor citation architecture differs from its own","and where source or authority gaps may exist"],"geography":"United States","slug":"best-ai-visibility-platforms-for-competitor-citation-analysis","title":"Best AI Visibility Platforms for Competitor Citation Analysis","use_case":"AI Visibility Platforms for Competitor Citation Analysis"}}