{"buyer_scenarios":[{"fit":"best_suited","scenario":"Mid-market and enterprise SaaS, fintech, ecommerce, and health brands with long-term organic growth priorities (anthropic fit assessment, grok fit assessment)."},{"fit":"best_suited","scenario":"Brands able to produce proprietary data, expert content, or research reports that third-party publishers can cite (openai fit assessment)."},{"fit":"best_suited","scenario":"Companies seeking coordinated SEO, GEO, content design, digital PR, and authority building (openai fit assessment)."},{"fit":"best_suited","scenario":"Brands willing to commit 12-month engagements for compounding content and citation gains (anthropic fit assessment)."},{"fit":"not_best_suited","scenario":"Early-stage or small companies. The stated fit profile of 50+ employees or $5M+ revenue/funding excludes very small businesses . One platform estimated the effective minimum annual spend at $96,000–$180,000+ per client…"},{"fit":"not_best_suited","scenario":"Buyers needing guaranteed citations. Siege Media states it does not guarantee the number of mentions and does not buy links or mentions . One independent review noted Siege Media openly refuses to guarantee results and…"},{"fit":"not_best_suited","scenario":"Buyers seeking a self-serve product or citation-monitoring platform. The relevant offer is a managed agency service, not software ."},{"fit":"not_best_suited","scenario":"Buyers needing rapid results. One platform stated content cycles require 4–8 weeks per piece and ROI is measured over quarters to years (anthropic limitations)."}],"citations":{"source_mix":{"company_owned":24,"independent":18,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":38,"partial":4},"total_sources":42,"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 Search Agencies for Earning More AI Citations","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","deepseek","grok","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Search Agencies for Earning More AI Citations","subject":"Siege Media","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","deepseek","grok","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Siege Media","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-17","platform_support":["openai","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Siege Media","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Siege Media","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-17","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Siege Media","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.25,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Siege Media","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-geo-agencies/earning-ai-citations/siege-media.json","page_url":"https://aimarketingconsensusindex.com/ai-search-geo-agencies/earning-ai-citations/siege-media","report_type":"fit_review","study_id":"AIMCI-STUDY-78CF1881169F","title":"Siege Media for AI Search Agencies for Earning More AI Citations: 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 22:38:50.863158+00","research_date":"2026-09-17","source_snapshot_sha256":"613b7483b604ec74902a8627f52e6cb7c6602a13cfcaabe5a2660a4659fa4c21","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":40,"qualified_finalists":6,"ranking_unit":"Agency or consulting partner"},"schema_version":4,"summary":"Siege Media is a strong-to-good fit for established U.S. companies that want to earn more AI citations through an integrated content, original-research, and digital-PR program. Four of seven platforms named it during ranking discovery (anthropic, deepseek, grok, perplexity), a 57% share of included platform responses, at an average listed rank of 5.25 and a best rank of 3. The strongest reason to consider it is its explicit GEO positioning combined with earned-media execution aimed at third-party surfaces LLMs quote (, -1). The main limitation is that citation-pattern analysis and…","target_buyer":"Companies seeking AI Search Agencies for Earning More AI Citations across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI search and GEO agencies","category_criteria":["Analyze existing citation patterns","identify the internal and third-party sources influencing AI responses","evaluate its citation architecture","identify gaps in the broader source ecosystem","improve source eligibility and authority","and measure citation changes over time"],"geography":"United States","slug":"best-ai-search-agencies-for-earning-more-ai-citations","title":"Best AI Search Agencies for Earning More AI Citations","use_case":"AI Search Agencies for Earning More AI Citations"}}