{"citations":{"source_mix":{"company_owned":27,"independent":31,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":45,"partial":13},"total_sources":58,"unique_domain_count":30},"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":["anthropic","openai"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Agencies","subject":"SE Ranking (AI Visibility feature)","unit":"rank","value":9},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"SE Ranking (AI Visibility feature)","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","anthropic","deepseek","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"SE Ranking (AI Visibility feature)","unit":"platforms","value":4},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["grok","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"SE Ranking (AI Visibility feature)","unit":"platforms","value":3}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":7,"best_rank":5,"entity_id":"entity-001","entity_type":"company","final_rank":9,"name":"SE Ranking (AI Visibility feature)","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/agencies/se-ranking-ai-visibility-feature.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/agencies/se-ranking-ai-visibility-feature","report_type":"fit_review","study_id":"AIMCI-STUDY-F55DA234103D","title":"SE Ranking (AI Visibility feature) 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.","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 10:31:25.650745+00","research_date":"2026-09-19","source_snapshot_sha256":"1943608330fcf5545822817dfbabd490f78e9c1c37b58a474f4a72cd03a18af1","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":39,"qualified_finalists":10,"ranking_unit":"Agency or consulting partner"},"schema_version":4,"summary":"SE Ranking (AI Visibility feature) is a good fit for agencies that want AI visibility tracking bundled into a broader SEO platform, but it is not a purpose-built agency AI visibility product. Two of seven platforms named it during the ranking stage, at an average listed rank of 7.0 and a best rank of 5. Its strongest case is consolidated SEO plus GEO reporting with white-label options through Agency Pack. The main limitation is that SE Visible itself does not support native white labeling, and prompt, project, and pricing limits create scaling friction for larger agencies.","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"}}