{"citations":{"source_mix":{"company_owned":19,"independent":19,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":33,"partial":5},"total_sources":38,"unique_domain_count":21},"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 for Topic Clusters and Content Planning","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","google","grok","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI SEO Tools for Topic Clusters and Content Planning","subject":"Keyword Insights","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","google","grok","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Keyword Insights","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Keyword Insights","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","anthropic","deepseek","perplexity","kimi","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Keyword Insights","unit":"platforms","value":6}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Keyword Insights","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-seo-content-optimization/topic-clusters-content-planning/keyword-insights.json","page_url":"https://aimarketingconsensusindex.com/ai-seo-content-optimization/topic-clusters-content-planning/keyword-insights","report_type":"fit_review","study_id":"AIMCI-STUDY-3FADB1A4EFD3","title":"Keyword Insights for AI SEO Tools for Topic Clusters and Content Planning: 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.","The deterministic identity audit contains qualification notes that must be disclosed where relevant.","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":"2026-09-19 00:23:20.475479+00","research_date":"2026-09-18","source_snapshot_sha256":"e006d8ed0af7f76cd47614738d7094e50d119469b6450bcaf92603cf39e13c23","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":25,"qualified_finalists":10,"ranking_unit":"Software tool or content optimization platform"},"schema_version":4,"summary":"Keyword Insights is a good fit for SERP-driven topic clustering and conventional SEO content planning, but it is not a proven end-to-end AI-search visibility platform. Four of seven platforms named it during the ranking stage (anthropic, google, grok, perplexity), a 57% share, with an average listed rank of 3.0 and a best rank of 1. The strongest reason to consider it is live Google SERP-based clustering with intent classification, competitor visibility, and content briefs at a moderate $99/month Professional tier. The main limitation is that no reviewed official material establishes direct…","target_buyer":"Companies seeking AI SEO Tools for Topic Clusters and Content Planning across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI SEO and content optimization tools","category_criteria":["Software that can identify topic clusters","related questions","search intent","competitor coverage","entities","subtopics","and content opportunities relevant to both search engines and AI systems; identify topic clusters","related questions","search intent","competitor coverage","entities","subtopics","and content opportunities relevant to both search engines and AI systems"],"geography":"United States","slug":"best-ai-seo-tools-for-topic-clusters-and-content-planning","title":"Best AI SEO Tools for Topic Clusters and Content Planning","use_case":"AI SEO Tools for Topic Clusters and Content Planning"}}