{"citations":{"source_mix":{"company_owned":27,"independent":24,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":48,"partial":3},"total_sources":51,"unique_domain_count":33},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Visibility Platforms for Source Intelligence","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","grok","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Source Intelligence","subject":"Ahrefs Brand Radar","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","grok","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Ahrefs Brand Radar","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","deepseek","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Ahrefs Brand Radar","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Ahrefs Brand Radar","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Ahrefs Brand Radar","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.3333333333333335,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Ahrefs Brand Radar","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/source-intelligence/ahrefs-brand-radar.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/source-intelligence/ahrefs-brand-radar","report_type":"fit_review","study_id":"AIMCI-STUDY-96B35F9CD7A6","title":"Ahrefs Brand Radar for AI Visibility Platforms for Source Intelligence: 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.","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 13:12:11.716991+00","research_date":"2026-09-19","source_snapshot_sha256":"a5cfce760802efa67b21d7c055198eeb8616335ad0d1fd157fbe4b60c70108cd","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":33,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Ahrefs Brand Radar is a good fit for AI Visibility Platforms for Source Intelligence, with caveats. Three of seven platforms named it during the ranking stage (deepseek, grok, perplexity), and fit ratings split across the panel: five platforms rated it good, one mixed, and one weak. Its strongest reason to consider it is source-level citation data — cited pages, cited domains, and found-but-not-cited pages — combined with a large search-backed prompt index and integration with Ahrefs SEO data . The main limitation is packaging and pricing uncertainty: public Ahrefs pages conflict on whether…","target_buyer":"Marketing team seeking AI Visibility Platforms for Source Intelligence across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Source-level citation data","domain analysis","prompt mapping","competitor comparisons","historical changes","and enough context to understand which sources may influence AI recommendations"],"geography":"United States","slug":"best-ai-visibility-platforms-for-source-intelligence","title":"Best AI Visibility Platforms for Source Intelligence","use_case":"AI Visibility Platforms for Source Intelligence"}}