{"citations":{"source_mix":{"company_owned":34,"independent":23,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":49,"partial":8},"total_sources":57,"unique_domain_count":27},"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":["anthropic","deepseek","openai"],"predicate":"final_consensus_rank","qualifier":"White-Label AI Search Audit Services for Agencies","subject":"OtterlyAI","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"OtterlyAI","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"OtterlyAI","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"OtterlyAI","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"weak","subject":"OtterlyAI","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.6666666666666665,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"OtterlyAI","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/white-label-audits/otterlyai.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/white-label-audits/otterlyai","report_type":"fit_review","study_id":"AIMCI-STUDY-684D9BDD9FF2","title":"OtterlyAI 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 13:08:06.740265+00","research_date":"2026-09-18","source_snapshot_sha256":"737922eb92287aea78e1f025e8f372c6126b69bb48201127c0b98d608177f0e6","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":51,"qualified_finalists":10,"ranking_unit":"Audit company, audit service, or advisory provider"},"schema_version":4,"summary":"OtterlyAI is a mixed fit for White-Label AI Search Audit Services for Agencies. Three of seven platforms named it during the ranking stage, with an average listed rank of 3.67 and a best rank of 2. Its strongest reason to consider it is agency-oriented monitoring infrastructure: unlimited client workspaces, prompt research, citation analysis, competitor benchmarking, GEO audits, and a Looker Studio connector that lets agencies build branded client dashboards without giving clients OtterlyAI logins . The main limitation is that OtterlyAI does not offer native white-labeling of its own…","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"}}