{"citations":{"source_mix":{"company_owned":20,"independent":17,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":29,"partial":7},"total_sources":37,"unique_domain_count":20},"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 B2B Companies","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-17","platform_support":["google","grok","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Citation Building Agencies for B2B Companies","subject":"Directive Consulting","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-17","platform_support":["google","grok","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Directive Consulting","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-17","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Directive Consulting","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-17","platform_support":["openai","anthropic","deepseek","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Directive Consulting","unit":"platforms","value":5},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-17","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Directive Consulting","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.6666666666666665,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":2,"name":"Directive Consulting","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-citation-authority-building/b2b-agencies/directive-consulting.json","page_url":"https://aimarketingconsensusindex.com/ai-citation-authority-building/b2b-agencies/directive-consulting","report_type":"fit_review","study_id":"AIMCI-STUDY-CE21E74D2D7A","title":"Directive Consulting for AI Citation Building Agencies for B2B Companies: 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.","The deterministic identity audit contains qualification notes that must be disclosed where relevant.","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":"2026-09-17 12:36:27.769152+00","research_date":"2026-09-17","source_snapshot_sha256":"acb67c74c2248bdfd7f6a18f3edfbe50adbb82fc9996695e5ee2464de7069bac","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":38,"qualified_finalists":8,"ranking_unit":"Agency or consulting partner"},"schema_version":4,"summary":"Directive Consulting is a good, but not fully proven, fit for B2B companies that want AI citation building delivered inside a broader GEO, SEO, content, and pipeline program. Three of the seven platforms in this study named Directive during the ranking stage (google, grok, perplexity), and it finished with an average listed rank of 2.67 and a best rank of 1. The strongest reason to consider it is its explicit B2B buying-journey positioning combined with a documented GEO methodology covering entity mapping, structured data, and AI citation measurement. The main limitation is verification:…","target_buyer":"B2B marketing and revenue teams focused on vendor discovery, buying-journey prompts, and competitor comparisons","topic":{"base_category":"AI citation and authority building","category_criteria":["An agency that understands B2B buying journeys","third-party corroboration","citation architecture","comparison sources","industry authority","and recommendation measurement"],"geography":"United States","slug":"best-ai-citation-building-agencies-for-b2b-companies","title":"Best AI Citation Building Agencies for B2B Companies","use_case":"AI Citation Building Agencies for B2B Companies"}}