{"buyer_scenarios":[{"fit":"best_suited","scenario":"Large B2B and enterprise technology companies where executive or founder thought leadership drives pipeline and brand authority (-4, -5)."},{"fit":"best_suited","scenario":"Organizations wanting one agency to combine SEO, GEO strategy, content production, technical implementation, and authority-building PR ."},{"fit":"best_suited","scenario":"B2B companies with in-house subject-matter experts available for recurring content interviews and review ."},{"fit":"best_suited","scenario":"Multi-market enterprises building topical authority across verticals where a single high-quality editorial voice compounds citations (-7)."}],"citations":{"source_mix":{"company_owned":12,"independent":17,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":19,"partial":9},"total_sources":29,"unique_domain_count":17},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","deepseek","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Citation Building Agencies for Enterprise Brands","unit":"platforms","value":6},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-17","platform_support":["grok","openai"],"predicate":"final_consensus_rank","qualifier":"AI Citation Building Agencies for Enterprise Brands","subject":"First Page Sage","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-17","platform_support":["grok","openai"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"First Page Sage","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-17","platform_support":["openai","anthropic","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"First Page Sage","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-17","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"First Page Sage","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-17","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"First Page Sage","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"First Page Sage","platform_mentions":2,"platform_share":0.3333333333333333}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-citation-authority-building/enterprise-agencies/first-page-sage.json","page_url":"https://aimarketingconsensusindex.com/ai-citation-authority-building/enterprise-agencies/first-page-sage","report_type":"fit_review","study_id":"AIMCI-STUDY-47323F58D793","title":"First Page Sage for AI Citation Building Agencies for Enterprise Brands: 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.","Platform-reported research dates differ from the authoritative run date; disclose this as a methodology limitation.","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 13:36:15.496061+00","research_date":"2026-09-17","source_snapshot_sha256":"0ccb2ac95d43723da46d3663d035f8a205717f11ac2dfe46277c0512bc61453f","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":48,"qualified_finalists":5,"ranking_unit":"Agency or consulting partner"},"schema_version":4,"summary":"First Page Sage is a good but not fully proven fit for enterprise AI citation building. Two of six platforms named it during ranking discovery, at rank 4 on both, giving it a 33% share of included platform responses and an average listed rank of 4.0. Its strongest asset is a thought-leadership GEO methodology — expert-authored content, original research, list placements, PR, and verifiable third-party signals — backed by Fortune 500 client claims and month-to-month positioning on its own site. The main limitation is that dedicated large-scale citation measurement, citation architecture…","target_buyer":"Large enterprise teams managing multiple brands, markets, business units, competitors, or executive reporting needs","topic":{"base_category":"AI citation and authority building","category_criteria":["Large-scale citation measurement","citation architecture mapping","source intelligence","third-party authority development","competitor benchmarking","governance","executive reporting","and ongoing measurement"],"geography":"United States","slug":"best-ai-citation-building-agencies-for-enterprise-brands","title":"Best AI Citation Building Agencies for Enterprise Brands","use_case":"AI Citation Building Agencies for Enterprise Brands"}}