{"citations":{"source_mix":{"company_owned":25,"independent":23,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":43,"partial":5},"total_sources":48,"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 Gemini Visibility Tracking Tools","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","google","perplexity"],"predicate":"final_consensus_rank","qualifier":"Gemini Visibility Tracking Tools","subject":"SE Ranking","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","google","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"SE Ranking","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"SE Ranking","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"SE Ranking","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","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":7,"best_rank":5,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"SE Ranking","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/gemini-tracking/se-ranking.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/gemini-tracking/se-ranking","report_type":"fit_review","study_id":"AIMCI-STUDY-38F7E918338D","title":"SE Ranking for Gemini Visibility Tracking 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 07:29:11.432277+00","research_date":"2026-09-19","source_snapshot_sha256":"e031e10d1823b32d007e48753100473f6d434c20d60962df58f36d8d1a9d0661","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":39,"qualified_finalists":10,"ranking_unit":"Software tool or content optimization platform"},"schema_version":4,"summary":"SE Ranking is a good but conditional fit for Gemini visibility tracking. Three of seven platforms named it during ranking discovery (43% share), at an average listed rank of 7.0 and a best rank of 5. Its strongest reason to consider it is bundled Gemini tracking inside an established SEO platform, with prompt, competitor, mention, citation, sentiment, and historical-trend reporting at a low published entry price. The main limitation is a documented conflict: company pages describe a Gemini visibility tracker, while several independent reviews state SE Ranking is \"strictly an AI Overview…","target_buyer":"Companies that specifically need to monitor or improve visibility across Gemini and Google AI experiences","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Understand recommendations","mentions","citations","competitor visibility","source patterns","and changes over time"],"geography":"United States","slug":"best-gemini-visibility-tracking-tools","title":"Best Gemini Visibility Tracking Tools","use_case":"Gemini Visibility Tracking Tools"}}