{"citations":{"source_mix":{"company_owned":29,"independent":17,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":38,"partial":8},"total_sources":46,"unique_domain_count":25},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best GEO Content Optimization Tools","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","grok","perplexity"],"predicate":"final_consensus_rank","qualifier":"GEO Content Optimization Tools","subject":"Frase","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","grok","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Frase","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Frase","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","anthropic","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Frase","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Frase","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.6666666666666665,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"Frase","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-seo-content-optimization/geo-content-optimization/frase.json","page_url":"https://aimarketingconsensusindex.com/ai-seo-content-optimization/geo-content-optimization/frase","report_type":"fit_review","study_id":"AIMCI-STUDY-5E35FA986078","title":"Frase for GEO Content Optimization Tools: 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.","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":"2026-09-18 19:07:33.297408+00","research_date":"2026-09-18","source_snapshot_sha256":"58bc9e4776ae03dec109b859dbb72c7a272b792334f3eea5f30132470c1ae766","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":33,"qualified_finalists":10,"ranking_unit":"Software tool or content optimization platform"},"schema_version":4,"summary":"Frase is a good fit for companies that want one workflow connecting content research, AI-assisted drafting, GEO scoring, AI-visibility monitoring, citation tracking, and CMS publishing. Three of seven platforms named Frase during the ranking stage — 43% of included platform responses — at an average listed rank of 3.7 and a best rank of 1. The strongest reason to consider it is the integrated research-to-publishing loop with dual SEO/GEO scoring and prompt-level monitoring across major answer engines. The main limitation is evidence quality: most supporting material is vendor-owned, and no…","target_buyer":"Companies seeking GEO Content Optimization Tools across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI SEO and content optimization tools","category_criteria":["Understand what information","entities","sources","structure","and authority signals may help its pages become more useful to AI systems and more likely to be cited","surfaced","or recommended"],"geography":"United States","slug":"best-geo-content-optimization-tools","title":"Best GEO Content Optimization Tools","use_case":"GEO Content Optimization Tools"}}