{"citations":{"source_mix":{"company_owned":9,"independent":8,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":15,"partial":1},"total_sources":17,"unique_domain_count":14},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best GEO Audit Companies","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["grok","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"GEO Audit Companies","subject":"GeoAudit Lab","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["grok","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"GeoAudit Lab","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"GeoAudit Lab","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","anthropic","grok","kimi"],"predicate":"fit_rating_count","qualifier":"good","subject":"GeoAudit Lab","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"GeoAudit Lab","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"GeoAudit Lab","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/geo-audit-companies/geoaudit-lab.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/geo-audit-companies/geoaudit-lab","report_type":"fit_review","study_id":"AIMCI-STUDY-4C6EA90CC573","title":"GeoAudit Lab for GEO Audit Companies: 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":"2026-09-18 09:43:35.049533+00","research_date":"2026-09-18","source_snapshot_sha256":"94f7e1278a462af1f652dfe4c861db0ffb1b0f6ef3afff6a1b5ffb205df86c2b","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":50,"qualified_finalists":10,"ranking_unit":"Audit company, audit service, or advisory provider"},"schema_version":4,"summary":"GeoAudit Lab is a good fit for U.S. companies that want a low-cost, one-time GEO audit covering major AI answer platforms, competitor visibility, citation gaps, and a prioritized roadmap. Three of seven platforms named it during the ranking stage (grok, kimi, perplexity), a 42.9% share of included platform responses, at an average listed rank of 6.0 and a best rank of 4. The strongest reason to consider it is the published one-time Growth Plan at $249, which includes up to 20 pages, five AI platforms, three-competitor benchmarking, and a 90-day roadmap. The main limitation is evidence…","target_buyer":"Companies seeking GEO Audit Companies across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI search audits and market intelligence","category_criteria":["First-party content","third-party authority","citation architecture","competitor visibility","source gaps","prompt opportunities","and practical GEO priorities"],"geography":"United States","slug":"best-geo-audit-companies","title":"Best GEO Audit Companies","use_case":"GEO Audit Companies"}}