{"citations":{"source_mix":{"company_owned":32,"independent":16,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":35,"partial":13},"total_sources":48,"unique_domain_count":19},"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 Agencies","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Agencies","subject":"Semrush","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Semrush","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Semrush","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","grok","kimi","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Semrush","unit":"platforms","value":4}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.666666666666667,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"Semrush","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/agencies/semrush.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/agencies/semrush","report_type":"fit_review","study_id":"AIMCI-STUDY-5168617F996A","title":"Semrush for AI Visibility Platforms for Agencies: 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 10:23:40.810633+00","research_date":"2026-09-19","source_snapshot_sha256":"3f0204164a35e86537579b7fceaf8b5f7229e9acbbb77284db0b0547d59afffa","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":39,"qualified_finalists":10,"ranking_unit":"Agency or consulting partner"},"schema_version":4,"summary":"Semrush is a qualified but conditional fit for agencies that need AI visibility tracking across multiple clients. Three of the seven included platforms named Semrush during the ranking stage — OpenAI, Perplexity, and DeepSeek — giving it a 42.9% share of included platform responses, an average listed rank of 5.7, and a best listed rank of 3. Its strongest argument is integration: AI visibility, competitor benchmarking, citation analysis, and white-label reporting sit inside the same platform many agencies already use for SEO and content. The main limitation is scale economics. Documented…","target_buyer":"Agencies managing AI search, GEO, content, visibility, or reporting programs for multiple clients","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Multi-client workspaces","scalable prompt tracking","competitor benchmarking","citation and recommendation analysis","reporting","historical data","and ideally white-label or agency-friendly capabilities"],"geography":"United States","slug":"best-ai-visibility-platforms-for-agencies","title":"Best AI Visibility Platforms for Agencies","use_case":"AI Visibility Platforms for Agencies"}}