{"citations":{"source_mix":{"company_owned":28,"independent":34,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":40,"partial":22},"total_sources":62,"unique_domain_count":38},"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":["kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Competitive Benchmarking","subject":"Writesonic AI Search Visibility Platform","unit":"rank","value":10},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Writesonic AI Search Visibility Platform","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Writesonic AI Search Visibility Platform","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Writesonic AI Search Visibility Platform","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Writesonic AI Search Visibility Platform","unit":"platforms","value":2},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-19","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Writesonic AI Search Visibility Platform","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":8,"best_rank":7,"entity_id":"entity-001","entity_type":"company","final_rank":10,"name":"Writesonic AI Search Visibility Platform","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/competitive-benchmarking/writesonic-ai-search-visibility-platform.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/competitive-benchmarking/writesonic-ai-search-visibility-platform","report_type":"fit_review","study_id":"AIMCI-STUDY-9302416F830E","title":"Writesonic AI Search Visibility Platform 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 11:31:15.726031+00","research_date":"2026-09-19","source_snapshot_sha256":"edf2f91cea6d5a42953c9b14133f4f5bd51fa8a49b25b6fa8fbf53003e3576c7","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":33,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Writesonic AI Search Visibility Platform is a good fit for competitive benchmarking when a buyer wants AI visibility, citation share, share of voice, prompt-level performance, platform comparisons, trends, and reporting in one product, and is willing to verify plan coverage and pricing before purchase. Two of seven platforms named it during ranking discovery, at an average listed rank of 8.0 (best rank 7). The strongest reason to consider it is its documented competitor benchmarking workflow, including citation-share leaders and share-of-voice comparisons. The main limitation is that…","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"}}