{"citations":{"source_mix":{"company_owned":11,"independent":8,"unclear":2},"sources_referenced_by_questions":0,"support_mix":{"direct":16,"partial":5},"total_sources":21,"unique_domain_count":15},"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","kimi"],"predicate":"final_consensus_rank","qualifier":"AI Citation Building Agencies for B2B Companies","subject":"GlowCite","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"GlowCite","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-17","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"GlowCite","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-17","platform_support":["openai","deepseek","kimi","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"GlowCite","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","perplexity"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"GlowCite","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"GlowCite","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-citation-authority-building/b2b-agencies/glowcite.json","page_url":"https://aimarketingconsensusindex.com/ai-citation-authority-building/b2b-agencies/glowcite","report_type":"fit_review","study_id":"AIMCI-STUDY-D6BEA743279C","title":"GlowCite 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.","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 12:46:41.908814+00","research_date":"2026-09-17","source_snapshot_sha256":"4262d5c1eb0a9864ed66fffe6252e48398361951ccd95df76dcc5faa6b841bf6","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":38,"qualified_finalists":8,"ranking_unit":"Agency or consulting partner"},"schema_version":4,"summary":"GlowCite is a qualified but not fully proven fit for B2B companies that want an agency to build AI citation visibility around vendor-discovery and comparison prompts. Two of seven platforms named GlowCite during the ranking stage, and fit ratings split across the panel: one \"strong,\" three \"good,\" two \"uncertain.\" The strongest reason to consider it is a directly aligned offer — the Authority Plan at $4,500/month combines citable content, schema and LLMs.txt work, competitor AI citation monitoring, and monthly reporting (, kimi:glowcite-1). The main limitation is evidence quality: nearly all…","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"}}