{"citations":{"source_mix":{"company_owned":22,"independent":18,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":34,"partial":6},"total_sources":40,"unique_domain_count":26},"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 Multi-Platform AI Visibility Monitoring Tools","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","perplexity"],"predicate":"final_consensus_rank","qualifier":"Multi-Platform AI Visibility Monitoring Tools","subject":"SE Ranking","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"SE Ranking","unit":"platforms","value":2},{"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":"SE Ranking","unit":"platforms","value":5},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["grok","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"SE Ranking","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":6.5,"best_rank":4,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"SE Ranking","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/multi-platform-monitoring/se-ranking.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/multi-platform-monitoring/se-ranking","report_type":"fit_review","study_id":"AIMCI-STUDY-909425393CCC","title":"SE Ranking for Multi-Platform AI Visibility Monitoring Tools: 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 08:06:37.372939+00","research_date":"2026-09-19","source_snapshot_sha256":"7cd55f7f4e785a63d45c07be659bbe0c0543338137255b268c04afb2a384bf5f","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":38,"qualified_finalists":8,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"SE Ranking is a good fit for multi-platform AI visibility monitoring when a buyer also wants conventional SEO, competitor research, and agency reporting in the same account. Two of the seven platforms in this study named SE Ranking during the ranking stage, at an average listed rank of 6.5 and a best rank of 4. The strongest reason to consider it is combined coverage of five AI engines — ChatGPT, Perplexity, Gemini, Google AI Overviews, and Google AI Mode — with mentions, citations, competitors, sentiment, and prompt-level tracking. The main limitation is check-based consumption: one prompt…","target_buyer":"Companies seeking Multi-Platform AI Visibility Monitoring Tools across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["One platform capable of tracking brand visibility across multiple leading AI platforms","including recommendations","mentions","citations","competitor performance","prompt-level results","and historical trends; tracking brand visibility across multiple leading AI platforms","including recommendations","mentions","citations","competitor performance","prompt-level results","and historical trends"],"geography":"United States","slug":"best-multi-platform-ai-visibility-monitoring-tools","title":"Best Multi-Platform AI Visibility Monitoring Tools","use_case":"Multi-Platform AI Visibility Monitoring Tools"}}