{"citations":{"source_mix":{"company_owned":29,"independent":11,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":32,"partial":7},"total_sources":40,"unique_domain_count":18},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","deepseek","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Citation Solutions for Competitive Citation Analysis","unit":"platforms","value":6},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","deepseek","grok","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Citation Solutions for Competitive Citation Analysis","subject":"Semrush AI Toolkit","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","deepseek","grok","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Semrush AI Toolkit","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-17","platform_support":["openai"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Semrush AI Toolkit","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Semrush AI Toolkit","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-17","platform_support":["deepseek","grok"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Semrush AI Toolkit","unit":"platforms","value":2},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-17","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Semrush AI Toolkit","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.6,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Semrush AI Toolkit","platform_mentions":5,"platform_share":0.8333333333333334}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-citation-authority-building/competitive-citation-analysis/semrush-ai-toolkit.json","page_url":"https://aimarketingconsensusindex.com/ai-citation-authority-building/competitive-citation-analysis/semrush-ai-toolkit","report_type":"fit_review","study_id":"AIMCI-STUDY-A7E46864A561","title":"Semrush AI Toolkit for AI Citation Solutions for Competitive Citation Analysis: 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.","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":6,"maximum_finalists":10,"minimum_mentions":2,"name":"AI Marketing Consensus Index cross-platform AI consensus analysis","platforms_included":["anthropic","deepseek","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":"2026-09-17 15:22:15.377519+00","research_date":"2026-09-17","source_snapshot_sha256":"9034afd97b6a41c822bee584a1b04c27025a40036f6d024628e780d14776ae1f","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":26,"qualified_finalists":10,"ranking_unit":"Software, service, or advisory solution provider"},"schema_version":4,"summary":"Semrush AI Toolkit is a good-to-strong fit for mainstream competitive AI citation analysis, especially for teams already using Semrush for SEO. Five of six platforms named it during ranking discovery, with an average listed rank of 3.6 and a best rank of 1. Its strongest reason to consider it is direct competitor benchmarking: Competitor Research compares up to four competitor domains and a Sources view surfaces domains cited for competitors but not the buyer . The main limitation is depth: independent reviewers say prompt sampling is narrower than dedicated citation tools and per-engine…","target_buyer":"Companies seeking AI Citation Solutions for Competitive Citation Analysis across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI citation and authority building","category_criteria":["Compare cited domains and URLs","identify the sources repeatedly supporting each competitor","map competitor citation architecture","measure source overlap","find missing authority sources","and prioritize opportunities"],"geography":"United States","slug":"best-ai-citation-solutions-for-competitive-citation-analysis","title":"Best AI Citation Solutions for Competitive Citation Analysis","use_case":"AI Citation Solutions for Competitive Citation Analysis"}}