{"citations":{"source_mix":{"company_owned":25,"independent":15,"unclear":5},"sources_referenced_by_questions":0,"support_mix":{"direct":33,"partial":10},"total_sources":45,"unique_domain_count":26},"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 GEO Agencies for AI Citation and Authority Building","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-17","platform_support":["grok","perplexity"],"predicate":"final_consensus_rank","qualifier":"GEO Agencies for AI Citation and Authority Building","subject":"Omniscient Digital","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-17","platform_support":["grok","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Omniscient Digital","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-17","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Omniscient Digital","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-17","platform_support":["openai","anthropic","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Omniscient Digital","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-17","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Omniscient Digital","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-17","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Omniscient Digital","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.5,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"Omniscient Digital","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-geo-agencies/citation-authority-building/omniscient-digital.json","page_url":"https://aimarketingconsensusindex.com/ai-search-geo-agencies/citation-authority-building/omniscient-digital","report_type":"fit_review","study_id":"AIMCI-STUDY-D267D91716B1","title":"Omniscient Digital for GEO Agencies for AI Citation and Authority Building: 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":"2026-09-17 23:12:24.024728+00","research_date":"2026-09-17","source_snapshot_sha256":"e9e41234023e639efe2df717c9b604d7231587d0a5d559433f42b3c45c4d1f74","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":41,"qualified_finalists":9,"ranking_unit":"Agency or consulting partner"},"schema_version":4,"summary":"Omniscient Digital is a good fit for B2B SaaS brands that want GEO embedded in a broader content, SEO, and digital PR program, and a weaker fit for buyers whose primary need is independently verified, granular, cross-platform AI citation measurement. Two of the seven platforms in this study named Omniscient Digital during ranking discovery — Grok (rank 5) and Perplexity (rank 2) — giving it an average listed rank of 3.5 and a 28.6% share of included platform responses. The strongest reason to consider it is its documented, named GEO methodology combining owned-media structuring, earned…","target_buyer":"Brands seeking GEO Agencies for AI Citation and Authority Building across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI search and GEO agencies","category_criteria":["Expertise in citation analysis","citation architecture","third-party authority","source-layer visibility","content strategy","digital PR or authority development where appropriate","and measurement across multiple AI platforms"],"geography":"United States","slug":"best-geo-agencies-for-ai-citation-and-authority-building","title":"Best GEO Agencies for AI Citation and Authority Building","use_case":"GEO Agencies for AI Citation and Authority Building"}}