{"citations":{"source_mix":{"company_owned":19,"independent":16,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":27,"partial":7},"total_sources":35,"unique_domain_count":20},"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 SEO Tools With AI Visibility Tracking","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","grok","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI SEO Tools With AI Visibility Tracking","subject":"Ahrefs Brand Radar","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","grok","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Ahrefs Brand Radar","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Ahrefs Brand Radar","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Ahrefs Brand Radar","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["grok","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Ahrefs Brand Radar","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"Ahrefs Brand Radar","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-seo-content-optimization/ai-visibility-tracking/ahrefs-brand-radar.json","page_url":"https://aimarketingconsensusindex.com/ai-seo-content-optimization/ai-visibility-tracking/ahrefs-brand-radar","report_type":"fit_review","study_id":"AIMCI-STUDY-DA76F53DC081","title":"Ahrefs Brand Radar for AI SEO Tools With AI Visibility Tracking: 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 04:02:50.800586+00","research_date":"2026-09-19","source_snapshot_sha256":"4f41141c5e92f425b5efb2ef1f42441952ceea0d86cee095c6aec96d1bc7e4a5","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":28,"qualified_finalists":10,"ranking_unit":"Software tool or content optimization platform"},"schema_version":4,"summary":"Ahrefs Brand Radar is a strong-to-good fit for established U.S. marketing teams that already run an SEO or content operation and want AI visibility tracking — mentions, citations, AI Share of Voice, important prompts, competitors, and historical trends — inside the Ahrefs workflow. Five of seven platforms named it during ranking discovery, with an average listed rank of 6.0 and a best rank of 2. The strongest reason to consider it is its large search-backed prompt index and no-setup competitive benchmarking tied to real search demand. The main limitation is that broad index data refreshes…","target_buyer":"Marketing team seeking AI SEO Tools With AI Visibility Tracking across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI SEO and content optimization tools","category_criteria":["Content research and optimization along with tracking of mentions","recommendations","citations","important prompts","competitors","and historical AI visibility"],"geography":"United States","slug":"best-ai-seo-tools-with-ai-visibility-tracking","title":"Best AI SEO Tools With AI Visibility Tracking","use_case":"AI SEO Tools With AI Visibility Tracking"}}