{"citations":{"source_mix":{"company_owned":18,"independent":7,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":21,"partial":3},"total_sources":25,"unique_domain_count":16},"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 Search Audits for Regulated Industries","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","google","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Search Audits for Regulated Industries","subject":"Veza Digital","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","google","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Veza Digital","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Veza Digital","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","anthropic","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Veza Digital","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Veza Digital","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-18","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Veza Digital","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.333333333333333,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Veza Digital","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/regulated-industry-audits/veza-digital.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/regulated-industry-audits/veza-digital","report_type":"fit_review","study_id":"AIMCI-STUDY-2AF3EB1F070C","title":"Veza Digital for AI Search Audits for Regulated Industries: 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.","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 12:13:09.947405+00","research_date":"2026-09-18","source_snapshot_sha256":"b1c33811ffad6a5e1488a39402f5db8e10092732aecd7c0fd246720e274fc41f","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":45,"qualified_finalists":9,"ranking_unit":"Audit company, audit service, or advisory provider"},"schema_version":4,"summary":"Veza Digital is a mixed fit for AI Search Audits for Regulated Industries. Three of seven platforms named it during ranking discovery, and it finished first overall on average rank, but fit ratings split across the panel: two platforms rated it good, three mixed, one weak, and one uncertain. The strongest reason to consider it is a concrete, fixed-price AI Search Visibility Audit covering six AI platforms, roughly 50–100 custom prompts, 30 days of tracking, three-competitor benchmarking, raw citation data, and a 90-day roadmap. The main limitation is that no reviewed public source verifies…","target_buyer":"Companies in regulated categories that need compliant AI visibility, citation, authority, and content strategies","topic":{"base_category":"AI search audits and market intelligence","category_criteria":["Recommendation analysis","mention and citation measurement","competitor benchmarking","influential source-domain analysis","content and authority gaps","and prioritized improvement roadmap"],"geography":"United States","slug":"best-ai-search-audits-for-regulated-industries","title":"Best AI Search Audits for Regulated Industries","use_case":"AI Search Audits for Regulated Industries"}}