{"citations":{"source_mix":{"company_owned":16,"independent":18,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":16,"partial":8},"total_sources":34,"unique_domain_count":22},"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 SaaS Companies","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-17","platform_support":["deepseek","grok"],"predicate":"final_consensus_rank","qualifier":"AI Citation Building Agencies for SaaS Companies","subject":"First Page Sage","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-17","platform_support":["deepseek","grok"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"First Page Sage","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-17","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"First Page Sage","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-17","platform_support":["openai","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"First Page Sage","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"First Page Sage","unit":"platforms","value":2},{"claim_id":"claim-007","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":2.5,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"First Page Sage","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-citation-authority-building/saas-agencies/first-page-sage.json","page_url":"https://aimarketingconsensusindex.com/ai-citation-authority-building/saas-agencies/first-page-sage","report_type":"fit_review","study_id":"AIMCI-STUDY-A4B5462CD82A","title":"First Page Sage for AI Citation Building Agencies for SaaS 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.","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":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 13:09:08.169779+00","research_date":"2026-09-17","source_snapshot_sha256":"9da7c858a367e71ceadb4f755bc06a2c9147780abad83b4d9674b7f6eeeef3b3","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":49,"qualified_finalists":7,"ranking_unit":"Agency or consulting partner"},"schema_version":4,"summary":"First Page Sage is a qualified fit for SaaS companies that want an integrated, agency-led AI citation and authority program rather than a standalone tracking tool. Two of the seven platforms that evaluated fit named it during ranking discovery, at an average listed rank of 2.5 and a best rank of 2. The strongest reason to consider it is its explicit combination of AEO/GEO audits, comparison and suitability content, third-party authority development, and AI recommendation-share measurement aimed at software buying journeys . The main limitation is evidence quality: most supporting detail is…","target_buyer":"SaaS companies tracking category, comparison, alternatives, and product recommendation prompts","topic":{"base_category":"AI citation and authority building","category_criteria":["Citation architecture analysis","competitor citation mapping","review and comparison source analysis","third-party authority development","first-party content strategy","and measurement of citation and recommendation changes"],"geography":"United States","slug":"best-ai-citation-building-agencies-for-saas-companies","title":"Best AI Citation Building Agencies for SaaS Companies","use_case":"AI Citation Building Agencies for SaaS Companies"}}