{"citations":{"source_mix":{"company_owned":14,"independent":14,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":15,"partial":13},"total_sources":28,"unique_domain_count":16},"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 Mid-Market Companies","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["grok","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Mid-Market Companies","subject":"Semrush AI Toolkit","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["grok","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Semrush AI Toolkit","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","anthropic","deepseek","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Semrush AI Toolkit","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Semrush AI Toolkit","unit":"platforms","value":1},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"weak","subject":"Semrush AI Toolkit","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":2.6666666666666665,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Semrush AI Toolkit","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/mid-market-companies/semrush-ai-toolkit.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/mid-market-companies/semrush-ai-toolkit","report_type":"fit_review","study_id":"AIMCI-STUDY-66325F9E2F55","title":"Semrush AI Toolkit for AI Visibility Platforms for Mid-Market Companies: 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 08:38:07.476407+00","research_date":"2026-09-19","source_snapshot_sha256":"82bba4db43fe463a6cffecb0b30a3af5d2f09ff21afce4ac1b94b19c2414b2ea","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":27,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Semrush AI Toolkit is a good fit for mid-market companies that already use Semrush and want AI-search visibility monitoring integrated with traditional SEO, competitor research, and reporting. Three of seven platforms named it during ranking discovery, at an average listed rank of 2.67 and a best rank of 2. The strongest reason to consider it is the combination of prompt monitoring, citation and mention analysis, competitor gap analysis, sentiment, trend views, and scheduled reporting inside one self-serve platform with published entry pricing. The main limitation is that it is a poor…","target_buyer":"Mid-market companies that need sophisticated AI search intelligence without enterprise-level complexity or cost","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Recommendation tracking","citation analysis","competitor benchmarking","prompt monitoring","historical trends","and actionable reporting"],"geography":"United States","slug":"best-ai-visibility-platforms-for-mid-market-companies","title":"Best AI Visibility Platforms for Mid-Market Companies","use_case":"AI Visibility Platforms for Mid-Market Companies"}}