{"citations":{"source_mix":{"company_owned":25,"independent":9,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":17,"partial":4},"total_sources":34,"unique_domain_count":15},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-16","platform_support":["anthropic","deepseek","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best GEO Agencies for AI Citation Building","unit":"platforms","value":6},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-16","platform_support":["anthropic","grok"],"predicate":"final_consensus_rank","qualifier":"GEO Agencies for AI Citation Building","subject":"WebFX","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-16","platform_support":["anthropic","grok"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"WebFX","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-16","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"WebFX","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-16","platform_support":["openai","anthropic","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"WebFX","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-16","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"WebFX","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-16","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"WebFX","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"WebFX","platform_mentions":2,"platform_share":0.3333333333333333}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-citation-authority-building/geo-agencies/webfx.json","page_url":"https://aimarketingconsensusindex.com/ai-citation-authority-building/geo-agencies/webfx","report_type":"fit_review","study_id":"AIMCI-STUDY-A99D5DB846AB","title":"WebFX for GEO Agencies for AI Citation 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.","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":"2026-09-17 04:49:32.008245+00","research_date":"2026-09-16","source_snapshot_sha256":"67c3317a22b05821d743dca360713c01f49f47f77ff03270bfa342a367ad1d4c","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":43,"qualified_finalists":7,"ranking_unit":"Agency or consulting partner"},"schema_version":4,"summary":"WebFX is a good fit for mid-market and enterprise buyers that want a managed GEO program combining AI citation monitoring with content, technical SEO, and authority development. Two of six platforms named WebFX during ranking discovery — a 33% share — at an average listed rank of 5.0 and a best rank of 4. The strongest reason to consider it is the OmniSEO® platform, which WebFX says tracks citations and mentions across 10 or more AI platforms alongside managed execution (, -12). The main limitation is verification: company-owned citations dominate the evidence, enterprise pricing is…","target_buyer":"Companies seeking GEO Agencies for AI Citation Building across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI citation and authority building","category_criteria":["Citation analysis","citation architecture mapping","third-party authority development","source-gap analysis","content strategy","and measurement across major AI platforms"],"geography":"United States","slug":"best-geo-agencies-for-ai-citation-building","title":"Best GEO Agencies for AI Citation Building","use_case":"GEO Agencies for AI Citation Building"}}