{"citations":{"source_mix":{"company_owned":26,"independent":24,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":23,"partial":12},"total_sources":50,"unique_domain_count":29},"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 Tracking Recommendation Share","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","kimi","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Tracking Recommendation Share","subject":"Writesonic AI Visibility","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","kimi","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Writesonic AI Visibility","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","anthropic","grok","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Writesonic AI Visibility","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Writesonic AI Visibility","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":"Writesonic AI Visibility","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":7,"name":"Writesonic AI Visibility","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/recommendation-share/writesonic-ai-visibility.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/recommendation-share/writesonic-ai-visibility","report_type":"fit_review","study_id":"AIMCI-STUDY-E4272D2DA556","title":"Writesonic AI Visibility for AI Visibility Platforms for Tracking Recommendation Share: 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.","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 13:53:03.442278+00","research_date":"2026-09-19","source_snapshot_sha256":"133cf925fba3e223bb25050f06060b36c6a275c79aeaaf6eab0848934bc0a5e1","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":34,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Writesonic AI Visibility is a good fit for tracking recommendation share only when the buyer defines \"recommendation share\" through prompt-level brand visibility, share of voice, citation share, platform filters, historical comparisons, and competitor benchmarking — not through a dedicated recommendation-position metric. Three of seven platforms named Writesonic during the ranking stage (anthropic, kimi, perplexity), a 42.9% share of included platform responses, at an average listed rank of 8.0 and a best listed rank of 7. The strongest reason to consider it is the combination of…","target_buyer":"Companies seeking AI Visibility Platforms for Tracking Recommendation Share across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Recommendation-level data rather than simple brand mentions","with platform-by-platform results","recommendation position","historical trends","and competitor comparisons"],"geography":"United States","slug":"best-ai-visibility-platforms-for-tracking-recommendation-share","title":"Best AI Visibility Platforms for Tracking Recommendation Share","use_case":"AI Visibility Platforms for Tracking Recommendation Share"}}