{"citations":{"source_mix":{"company_owned":17,"independent":10,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":25,"partial":2},"total_sources":27,"unique_domain_count":12},"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 White-Label AI Search Audit Services for Agencies","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["google","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"White-Label AI Search Audit Services for Agencies","subject":"AI Labs Audit","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["google","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"AI Labs Audit","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"AI Labs Audit","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","anthropic","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"good","subject":"AI Labs Audit","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"AI Labs Audit","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.666666666666667,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"AI Labs Audit","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/white-label-audits/ai-labs-audit.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/white-label-audits/ai-labs-audit","report_type":"fit_review","study_id":"AIMCI-STUDY-4AA21C624E46","title":"AI Labs Audit for White-Label AI Search Audit Services for Agencies: 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":"2026-09-18 13:03:49.835721+00","research_date":"2026-09-18","source_snapshot_sha256":"ab34d5c3d2203235d942289ea2712bdbc5fea032303bfa168799fc756d1084fc","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":51,"qualified_finalists":10,"ranking_unit":"Audit company, audit service, or advisory provider"},"schema_version":4,"summary":"AI Labs Audit is a good fit for agencies that want to resell white-label GEO/AEO audits, branded PDF reports, client portals, and recurring AI-visibility monitoring without building measurement infrastructure in-house. Three of the seven platforms in this study named it during the ranking stage — Google, OpenAI, and Perplexity — and it finished third overall with a best listed rank of first. The strongest reason to consider it is its explicit agency-first white-label design: reports, portals, and showcase pages carry the agency's brand, not AI Labs Audit's . The main limitation is evidence…","target_buyer":"Agencies that need white-label AI search, audit, visibility, or reporting capabilities for client delivery","topic":{"base_category":"AI search audits and market intelligence","category_criteria":["Scalable prompt research","recommendation and citation analysis","competitor benchmarking","citation architecture analysis","clear reports","and ideally white-label or partner-friendly delivery"],"geography":"United States","slug":"best-white-label-ai-search-audit-services-for-agencies","title":"Best White-Label AI Search Audit Services for Agencies","use_case":"White-Label AI Search Audit Services for Agencies"}}