{"citations":{"source_mix":{"company_owned":13,"independent":34,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":22,"partial":5},"total_sources":47,"unique_domain_count":34},"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 Competitive Benchmarking","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","google","grok","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Competitive Benchmarking","subject":"Profound","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","google","grok","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Profound","unit":"platforms","value":6},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","anthropic","grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Profound","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Profound","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Profound","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"Profound","platform_mentions":6,"platform_share":0.8571428571428571}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/competitive-benchmarking/profound.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/competitive-benchmarking/profound","report_type":"fit_review","study_id":"AIMCI-STUDY-963B12822796","title":"Profound for AI Visibility Platforms for Competitive Benchmarking: 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.","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 11:17:15.491581+00","research_date":"2026-09-19","source_snapshot_sha256":"7c3fe68bd2b4b9c23af3b67ed0dd3dbd6ba65cf34f7f43c54d88f144d591370d","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":33,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Profound is a strong fit for companies that need prompt-level competitive benchmarking across multiple AI answer engines, provided they can absorb enterprise-oriented pricing and annual commitments. Six of seven platforms named Profound during the ranking stage, and every one of those six listed it at rank 1. The strongest reason to consider it is Answer Engine Insights, which documents visibility, share of voice, citation share, prompt-level metrics, platform breakdowns, and historical trend reporting in one system . The main limitation is that recommendation share is not clearly documented…","target_buyer":"Companies seeking AI Visibility Platforms for Competitive Benchmarking across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Recommendation share","citation share","prompt-level performance","platform differences","historical trends","and clear competitive reporting"],"geography":"United States","slug":"best-ai-visibility-platforms-for-competitive-benchmarking","title":"Best AI Visibility Platforms for Competitive Benchmarking","use_case":"AI Visibility Platforms for Competitive Benchmarking"}}