{"citations":{"source_mix":{"company_owned":27,"independent":23,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":42,"partial":8},"total_sources":50,"unique_domain_count":31},"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 Tracking Recommendation Share","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Tracking Recommendation Share","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":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"SE Ranking","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"SE Ranking","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"SE Ranking","unit":"platforms","value":3},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-19","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"SE Ranking","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4,"best_rank":3,"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/recommendation-share/se-ranking.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/recommendation-share/se-ranking","report_type":"fit_review","study_id":"AIMCI-STUDY-4E4C88D6BB18","title":"SE Ranking for AI Visibility Platforms for Tracking Recommendation Share: 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 13:54:08.761947+00","research_date":"2026-09-19","source_snapshot_sha256":"6b859e8045d8422870534de8c0a0cc4051d2d16a07d00c4aa99719774ca65cda","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":34,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"SE Ranking is a good fit for buyers who need platform-by-platform AI recommendation visibility and already work inside an SEO suite. Two of the seven platforms in this study named SE Ranking during the ranking stage (anthropic, perplexity), with an average listed rank of 4.0 and a best rank of 3. Its strongest reason to consider it is recommendation-relevant measurement: mentions with and without links, Top 3 Presence, citation coverage, share of voice, average position within answers, competitor benchmarking, and historical comparisons across five documented AI engines (, -1, -5). The main…","target_buyer":"Companies seeking AI Visibility Platforms for Tracking Recommendation Share across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Recommendation-level data rather than simple brand mentions","with platform-by-platform results","recommendation position","historical trends","and competitor comparisons"],"geography":"United States","slug":"best-ai-visibility-platforms-for-tracking-recommendation-share","title":"Best AI Visibility Platforms for Tracking Recommendation Share","use_case":"AI Visibility Platforms for Tracking Recommendation Share"}}