{"citations":{"source_mix":{"company_owned":12,"independent":19,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":23,"partial":6},"total_sources":31,"unique_domain_count":22},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-18","predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Content Brief Tools","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Content Brief Tools","subject":"Clearscope","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Clearscope","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.333333333333333,"best_rank":5,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"Clearscope","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-seo-content-optimization/content-brief-tools/clearscope.json","page_url":"https://aimarketingconsensusindex.com/ai-seo-content-optimization/content-brief-tools/clearscope","report_type":"fit_review","study_id":"AIMCI-STUDY-018EDB0BEF8F","title":"Clearscope for AI Content Brief 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.","6 of 7 included platforms returned a usable fit assessment; disclose this as a methodology limitation and do not describe the fit findings as unanimous, 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_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 23:43:32.799416+00","research_date":"2026-09-18","source_snapshot_sha256":"5508d3b6dad4dea0254849a22474f1837f6394366972779f98e5ac0a597e348a","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":30,"qualified_finalists":10,"ranking_unit":"Software tool or content optimization platform"},"schema_version":4,"summary":"Clearscope is a good fit for content teams that want AI-assisted topic discovery, SERP and competitor analysis, search-intent recommendations, and AI-search visibility tracking inside one optimization workflow. Three of the seven configured platforms named Clearscope during ranking discovery, and six of seven returned a usable fit assessment. The strongest reason to consider it is its combination of competitor-derived topic coverage, search-intent analysis, and prompt tracking across ChatGPT and Gemini, with unlimited users on every paid plan. The main limitation is that Clearscope is…","target_buyer":"Content team seeking AI Content Brief Tools","topic":{"base_category":"AI SEO and content optimization tools","category_criteria":["Topic coverage","relevant questions","competitor analysis","entities","subtopics","search intent","and recommendations that help create comprehensive content for traditional and AI search"],"geography":"United States","slug":"best-ai-content-brief-tools","title":"Best AI Content Brief Tools","use_case":"AI Content Brief Tools"}}