{"citations":{"source_mix":{"company_owned":17,"independent":28,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":35,"partial":10},"total_sources":45,"unique_domain_count":29},"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 AI SEO Tools Overall","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI SEO Tools","subject":"Clearscope","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Clearscope","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Clearscope","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":"Clearscope","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":"Clearscope","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Clearscope","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-seo-content-optimization/ai-seo-tools/clearscope.json","page_url":"https://aimarketingconsensusindex.com/ai-seo-content-optimization/ai-seo-tools/clearscope","report_type":"fit_review","study_id":"AIMCI-STUDY-3FF5B4EFF619","title":"Clearscope for AI SEO 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 18:36:43.870539+00","research_date":"2026-09-18","source_snapshot_sha256":"e8c084490d282233049a3f51a198cc78b9fb32e2217be449392a0251f70e6798","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":27,"qualified_finalists":10,"ranking_unit":"Software tool or content optimization platform"},"schema_version":4,"summary":"Clearscope is a good, not strong, fit for AI SEO Tools. Four of seven platforms named it during ranking discovery, at an average listed rank of 4.0 and a best rank of 1. The strongest reason to consider it is the combination of mature SERP-based content research, briefs, and real-time optimization grading with an emerging AI-search visibility layer covering prompts, brand mentions, and AI-cited pages. The main limitation is that AI-search coverage is unevenly documented across ChatGPT, Gemini, Perplexity, Claude, and Google AI search, and no independent source reviewed here validated that…","target_buyer":"Marketing team seeking AI SEO Tools across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI SEO and content optimization tools","category_criteria":["Content research","optimization recommendations","competitive analysis","topic discovery","content briefs","and useful AI-search capabilities; help improve its visibility across both traditional search and AI-generated search experiences such as ChatGPT","Gemini","Perplexity","Claude","and Google AI search"],"geography":"United States","slug":"best-ai-seo-tools-overall","title":"Best AI SEO Tools Overall","use_case":"AI SEO Tools"}}