{"citations":{"source_mix":{"company_owned":21,"independent":23,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":35,"partial":9},"total_sources":44,"unique_domain_count":28},"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 AEO Content Optimization Tools","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","grok","perplexity"],"predicate":"final_consensus_rank","qualifier":"AEO Content Optimization Tools","subject":"Surfer SEO","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","grok","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Surfer SEO","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Surfer SEO","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","anthropic","deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Surfer SEO","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["grok","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Surfer SEO","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.75,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"Surfer SEO","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-seo-content-optimization/aeo-content-optimization/surfer-seo.json","page_url":"https://aimarketingconsensusindex.com/ai-seo-content-optimization/aeo-content-optimization/surfer-seo","report_type":"fit_review","study_id":"AIMCI-STUDY-AA464AE71BBC","title":"Surfer SEO for AEO 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.","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 19:21:34.722258+00","research_date":"2026-09-18","source_snapshot_sha256":"298334a7227ef2adba7e949f2896915d0fb0ed293c7c49c2edaf622f50b84a9e","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":27,"qualified_finalists":10,"ranking_unit":"Software tool or content optimization platform"},"schema_version":4,"summary":"Surfer SEO is a good fit for AEO content optimization when the buyer wants AI-answer visibility monitoring tied to an established SEO content-editing workflow. Four of seven platforms named Surfer SEO during the ranking stage, with an average listed rank of 4.75 and a best rank of 4. Its strongest asset is the connection between AI Tracker (also sold as AI Search Analytics) and Surfer's Content Editor, which lets teams move from visibility gaps into on-page fixes. The main limitation is coverage: independent reviews report no tracking for Claude, Copilot, Grok, Meta AI, or DeepSeek, and…","target_buyer":"Companies seeking AEO Content Optimization Tools across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI SEO and content optimization tools","category_criteria":["Software that can identify relevant questions","analyze competing answers","improve content structure and completeness","and support Answer Engine Optimization; identify relevant questions","analyze competing answers","improve content structure and completeness","and support Answer Engine Optimization"],"geography":"United States","slug":"best-aeo-content-optimization-tools","title":"Best AEO Content Optimization Tools","use_case":"AEO Content Optimization Tools"}}