{"citations":{"source_mix":{"company_owned":29,"independent":1,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":25,"partial":5},"total_sources":30,"unique_domain_count":10},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Citation Building Agencies for Regulated Industries","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-17","platform_support":["grok","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Citation Building Agencies for Regulated Industries","subject":"Bttr.","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-17","platform_support":["grok","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Bttr.","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-17","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Bttr.","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-17","platform_support":["openai","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Bttr.","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Bttr.","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-17","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Bttr.","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.5,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Bttr.","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-citation-authority-building/regulated-industries-agencies/bttr.json","page_url":"https://aimarketingconsensusindex.com/ai-citation-authority-building/regulated-industries-agencies/bttr","report_type":"fit_review","study_id":"AIMCI-STUDY-E4E208909993","title":"Bttr. for AI Citation Building Agencies 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.","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 04:02:12.09752+00","research_date":"2026-09-17","source_snapshot_sha256":"1796c393c0f4dc641ada8dee708074447a47b90ff25fe2f0609a78e7887baee8","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":52,"qualified_finalists":4,"ranking_unit":"Agency or consulting partner"},"schema_version":4,"summary":"Bttr. is a qualified but conditional fit for regulated companies seeking AI citation building. Two of seven platforms named Bttr. during the ranking stage — grok (rank 1) and perplexity (rank 6) — giving it an average listed rank of 3.5 and a 28.6% share of included platform responses. The strongest reason to consider it is its explicit AI Visibility for Regulated Industries service, which combines weekly citation tracking across four answer engines, pillar content, schema and entity-graph work, named-expert authorship, and compliance-scoped delivery for aerospace, biotech, medical devices,…","target_buyer":"Companies in regulated categories that need compliant AI visibility, citation, authority, and content strategies","topic":{"base_category":"AI citation and authority building","category_criteria":["An agency that understands source quality","factual accuracy","third-party corroboration","citation architecture","authoritative publishers","compliance-sensitive content","and transparent measurement"],"geography":"United States","slug":"best-ai-citation-building-agencies-for-regulated-industries","title":"Best AI Citation Building Agencies for Regulated Industries","use_case":"AI Citation Building Agencies for Regulated Industries"}}