{"citations":{"source_mix":{"company_owned":14,"independent":17,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":8,"partial":8},"total_sources":31,"unique_domain_count":18},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Source Mapping Tools","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-17","platform_support":["deepseek","kimi"],"predicate":"final_consensus_rank","qualifier":"AI Source Mapping Tools","subject":"OmniSEO","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-17","platform_support":["deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"OmniSEO","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-17","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"OmniSEO","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-17","platform_support":["openai","anthropic","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"OmniSEO","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-17","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"OmniSEO","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"OmniSEO","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-citation-authority-building/source-mapping-tools/omniseo.json","page_url":"https://aimarketingconsensusindex.com/ai-citation-authority-building/source-mapping-tools/omniseo","report_type":"fit_review","study_id":"AIMCI-STUDY-1F038B45DA7B","title":"OmniSEO for AI Source Mapping Tools: 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.","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":"2026-09-17 08:38:04.624034+00","research_date":"2026-09-17","source_snapshot_sha256":"f246bf9a8a64d7e6ffc32e0af9f224bbc48c7b87c9e07bcb175dafc09e39a620","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":29,"qualified_finalists":10,"ranking_unit":"Software tool or content optimization platform"},"schema_version":4,"summary":"OmniSEO is a good fit for marketing teams that need prompt-level AI visibility, cited-URL discovery, competitor comparisons, platform comparisons, and historical monitoring across major answer engines. Two of the seven platforms in this study named OmniSEO during the ranking stage — DeepSeek (rank 1) and Kimi (rank 3) — giving it an average listed rank of 2.0 and a 28.6% share of included platform responses. The strongest reason to consider it is its purpose-built citation tracking across up to ten AI platforms with competitor benchmarking and prompt mapping. The main limitation is that its…","target_buyer":"Marketing team seeking AI Source Mapping Tools across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI citation and authority building","category_criteria":["Domain-level and URL-level citation data","prompt mapping","competitor analysis","platform differences","historical trends","and a way to understand how those sources fit into the broader citation architecture"],"geography":"United States","slug":"best-ai-source-mapping-tools","title":"Best AI Source Mapping Tools","use_case":"AI Source Mapping Tools"}}