{"citations":{"source_mix":{"company_owned":22,"independent":23,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":44,"partial":1},"total_sources":45,"unique_domain_count":27},"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 High-Intent Commercial Prompts","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","google"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for High-Intent Commercial Prompts","subject":"Ahrefs","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","google"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Ahrefs","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"good","subject":"Ahrefs","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","grok","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Ahrefs","unit":"platforms","value":4}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6.333333333333333,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"Ahrefs","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/high-intent-commercial-prompts/ahrefs.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/high-intent-commercial-prompts/ahrefs","report_type":"fit_review","study_id":"AIMCI-STUDY-9412194A27AE","title":"Ahrefs for AI Visibility Platforms for High-Intent Commercial Prompts: 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 13:32:54.278408+00","research_date":"2026-09-19","source_snapshot_sha256":"065b7a16f52922473c42a1ffd6859403372635132330ad6d840e7ab8cdffec8e","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":31,"qualified_finalists":7,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Ahrefs is a good fit for companies that need broad AI visibility discovery, competitor benchmarking, cited-source intelligence, and historical monitoring across major AI answer platforms, with Custom Prompts addressing exact high-intent commercial questions. Three of seven platforms named Ahrefs during the ranking stage, at an average listed rank of 6.3 and a best rank of 4. The strongest reason to consider it is the combination of a large search-backed prompt index, custom commercial-prompt tracking, and citation/source intelligence inside an existing SEO platform. The main limitation is…","target_buyer":"Companies seeking AI Visibility Platforms for High-Intent Commercial Prompts across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Recommendation frequency","recommendation position","competitor benchmarking","citations","source intelligence","and historical tracking"],"geography":"United States","slug":"best-ai-visibility-platforms-for-high-intent-commercial-prompts","title":"Best AI Visibility Platforms for High-Intent Commercial Prompts","use_case":"AI Visibility Platforms for High-Intent Commercial Prompts"}}