{"citations":{"source_mix":{"company_owned":20,"independent":17,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":15,"partial":3},"total_sources":37,"unique_domain_count":21},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-16","platform_support":["anthropic","deepseek","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best GEO Agencies for AI Citation Building","unit":"platforms","value":6},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-16","platform_support":["anthropic","deepseek","grok","perplexity"],"predicate":"final_consensus_rank","qualifier":"GEO Agencies for AI Citation Building","subject":"Siege Media","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-16","platform_support":["anthropic","deepseek","grok","perplexity"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Siege Media","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-16","platform_support":["anthropic","grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Siege Media","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-16","platform_support":["openai","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Siege Media","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-16","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Siege Media","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-16","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Siege Media","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.25,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Siege Media","platform_mentions":4,"platform_share":0.6666666666666666}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-citation-authority-building/geo-agencies/siege-media.json","page_url":"https://aimarketingconsensusindex.com/ai-citation-authority-building/geo-agencies/siege-media","report_type":"fit_review","study_id":"AIMCI-STUDY-1AFF67C53D20","title":"Siege Media for GEO Agencies for AI Citation Building: 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":6,"maximum_finalists":10,"minimum_mentions":2,"name":"AI Marketing Consensus Index cross-platform AI consensus analysis","platforms_included":["anthropic","deepseek","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 04:41:51.313345+00","research_date":"2026-09-16","source_snapshot_sha256":"437cff38567372dbea0c0fcfe026f8676b0cd6389ffb132f4436dc73baf38259","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":43,"qualified_finalists":7,"ranking_unit":"Agency or consulting partner"},"schema_version":4,"summary":"Siege Media is a good, but not fully verified, fit for companies seeking content-led AI citation building through a GEO agency. Four of the six platforms that evaluated fit named Siege Media during ranking discovery, and it finished first overall with an average listed rank of 4.25. Its strongest asset is a documented content-and-authority engine: original research, digital PR, organic link acquisition, and publisher or affiliate placements that can seed third-party sources AI systems quote. The main limitation is that public evidence does not clearly verify a standardized, platform-wide…","target_buyer":"Companies seeking GEO Agencies for AI Citation Building across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI citation and authority building","category_criteria":["Citation analysis","citation architecture mapping","third-party authority development","source-gap analysis","content strategy","and measurement across major AI platforms"],"geography":"United States","slug":"best-geo-agencies-for-ai-citation-building","title":"Best GEO Agencies for AI Citation Building","use_case":"GEO Agencies for AI Citation Building"}}