{"citations":{"source_mix":{"company_owned":87,"independent":35,"unclear":10},"sources_referenced_by_questions":0,"support_mix":{"direct":97,"partial":25},"total_sources":132,"unique_domain_count":50},"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":["google","openai"],"predicate":"final_consensus_rank","qualifier":"AI Citation Building Agencies for Regulated Industries","subject":"Intero Digital","unit":"rank","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-17","platform_support":["google","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Intero Digital","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-17","platform_support":["kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Citation Building Agencies for Regulated Industries","subject":"Gravton","unit":"rank","value":3},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-17","platform_support":["kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Gravton","unit":"platforms","value":2},{"claim_id":"claim-008","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","kimi"],"predicate":"final_consensus_rank","qualifier":"AI Citation Building Agencies for Regulated Industries","subject":"Avenue Z","unit":"rank","value":4},{"claim_id":"claim-009","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Avenue Z","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},{"average_rank":3.5,"best_rank":2,"entity_id":"entity-002","entity_type":"company","final_rank":2,"name":"Intero Digital","platform_mentions":2,"platform_share":0.2857142857142857},{"average_rank":4,"best_rank":3,"entity_id":"entity-003","entity_type":"company","final_rank":3,"name":"Gravton","platform_mentions":2,"platform_share":0.2857142857142857},{"average_rank":5.5,"best_rank":3,"entity_id":"entity-004","entity_type":"company","final_rank":4,"name":"Avenue Z","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-citation-authority-building/regulated-industries-agencies.json","page_url":"https://aimarketingconsensusindex.com/ai-citation-authority-building/regulated-industries-agencies","report_type":"best_of_index","study_id":"AIMCI-STUDY-296D88968756","title":"Best AI citation and authority building for AI Citation Building Agencies for Regulated Industries: 7-Platform AI Consensus Index"},"limitations":["Exactly 7 platforms were included in this run: openai, anthropic, deepseek, grok, perplexity, kimi, google. The configured source value 7 is provenance only and must never be described as the number of platforms studied.","The finalrankingtable is the sole authority for rank, platform mentions, platform share, average rank, and best rank. Ignore any conflicting value embedded in a entity evidence bundle.","The Consensus Ranking table must contain exactly one row per finalrankingtable entity, in that order, using that exact entityname. Never split one ranked entity into two product, model, SKU, or product-line rows, and never add another ranking row for a brand already listed. Put recommended products or plans inside that entity's ranked section.","Platform mentions count only ranking-discovery mentions. Do not substitute the number of platforms that later completed a fit assessment.","Citation IDs inside each entity bundle are local to that entity. Consolidate sources by URL using the supplied source catalog.","The URLs were collected from platform responses and were not independently validated by either writer stage.","Each fitreviewurlorplaceholder is the final site-relative CMS path for that entity's review. Link the entity name to that exact path exactly once in its ranked prose section, outside tables and headings. Never replace it with a run ID, report ID, UUID, or local output path.","Use the exact entity-namespaced citation IDs from the source catalog (e.g. e1:); never transfer a citation between entities."],"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 04:09:38.4659+00","research_date":"2026-09-17","source_snapshot_sha256":"5e12b1737e939bb8369f8642e850147765f2861bc862bad8d62e7fb17734df27","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":52,"qualified_finalists":4,"ranking_unit":"Agency or consulting partner"},"schema_version":4,"summary":"Bttr. is the consensus leader in this 7-platform AI study of AI citation and authority building agencies for regulated industries, ranking first with 2 platform mentions, a 28.6% share of platform responses, an average listed position of 3.5, and a best position of 1. Intero Digital ranks second on the same mention count and average, with a best position of 2. Gravton ranks third (average 4.0, best 3) and Avenue Z fourth (average 5.5, best 3). The strongest alternatives for distinct buyer needs are Intero Digital for integrated GEO/SEO/content/digital PR programs, Gravton for…","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"}}