{"citations":{"source_mix":{"company_owned":14,"independent":24,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":20,"partial":4},"total_sources":38,"unique_domain_count":24},"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 AI Visibility Audit Services","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","google","openai"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Audit Services","subject":"Profound","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","google","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Profound","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Profound","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Profound","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Profound","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Profound","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/visibility-audits/profound.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/visibility-audits/profound","report_type":"fit_review","study_id":"AIMCI-STUDY-48D5BB621415","title":"Profound for AI Visibility Audit Services: 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 08:49:23.459991+00","research_date":"2026-09-18","source_snapshot_sha256":"a7f78ae9b3edacaaebd9367da9132e415814c3d3832c49be998560bbfeeceef3","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":47,"qualified_finalists":9,"ranking_unit":"Audit company, audit service, or advisory provider"},"schema_version":4,"summary":"Profound is a good-to-strong fit for a marketing team that needs an ongoing, multi-platform AI visibility audit rather than a one-time consulting report. Three of the seven included platforms named Profound during the ranking stage, and it finished first overall with an average listed rank of 2.0 and a best rank of 1. Its strongest reason to consider it is depth: prompt-level competitive analysis, citation-source and citation-share tracking, real-conversation demand data, and workflows that turn findings into prioritized content or outreach actions. The main limitation is that Profound is…","target_buyer":"Marketing team seeking AI Visibility Audit Services across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI search audits and market intelligence","category_criteria":["Understand where the brand appears","which competitors outperform it","which prompts matter","where citations originate","how its citation architecture compares with competitors","and what should be prioritized next"],"geography":"United States","slug":"best-ai-visibility-audit-services","title":"Best AI Visibility Audit Services","use_case":"AI Visibility Audit Services"}}