{"citations":{"source_mix":{"company_owned":34,"independent":4,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":31,"partial":4},"total_sources":38,"unique_domain_count":12},"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":["anthropic","google","grok"],"predicate":"final_consensus_rank","qualifier":"AI Citation Building Agencies for B2B Companies","subject":"DerivateX","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","google","grok"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"DerivateX","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"DerivateX","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-17","platform_support":["openai","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"DerivateX","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-17","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"DerivateX","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.6666666666666665,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"DerivateX","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-citation-authority-building/b2b-agencies/derivatex.json","page_url":"https://aimarketingconsensusindex.com/ai-citation-authority-building/b2b-agencies/derivatex","report_type":"fit_review","study_id":"AIMCI-STUDY-59102441CC44","title":"DerivateX 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 12:41:52.159684+00","research_date":"2026-09-17","source_snapshot_sha256":"6528408d296515a692cef77ab475e9e9441d451dbded262f85c505ad700946c4","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":38,"qualified_finalists":8,"ranking_unit":"Agency or consulting partner"},"schema_version":4,"summary":"DerivateX is a qualified good fit for AI Citation Building Agencies for B2B Companies, but only for a narrow buyer profile: B2B SaaS companies roughly between $5M and $50M ARR with product-market fit and an existing content foundation. Three of the seven platforms that evaluated fit named DerivateX during ranking discovery, and those three placed it at an average listed rank of 3.67, with one first-place listing. The strongest reason to consider it is its Citation Engineering methodology, which explicitly targets entity clarity, third-party corroboration, comparison content, and pipeline…","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"}}