{"citations":{"source_mix":{"company_owned":6,"independent":9,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":13,"partial":1},"total_sources":15,"unique_domain_count":13},"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 SEO Tools With AI Visibility Tracking","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","kimi"],"predicate":"final_consensus_rank","qualifier":"AI SEO Tools With AI Visibility Tracking","subject":"OptiSEO AI Visibility Dashboard","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"OptiSEO AI Visibility Dashboard","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"good","subject":"OptiSEO AI Visibility Dashboard","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","grok"],"predicate":"fit_rating_count","qualifier":"weak","subject":"OptiSEO AI Visibility Dashboard","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","perplexity","google"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"OptiSEO AI Visibility Dashboard","unit":"platforms","value":4}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1.5,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"OptiSEO AI Visibility Dashboard","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-seo-content-optimization/ai-visibility-tracking/optiseo-ai-visibility-dashboard.json","page_url":"https://aimarketingconsensusindex.com/ai-seo-content-optimization/ai-visibility-tracking/optiseo-ai-visibility-dashboard","report_type":"fit_review","study_id":"AIMCI-STUDY-8AF9D6E2DEBC","title":"OptiSEO AI Visibility Dashboard for AI SEO Tools With AI Visibility Tracking: 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 04:08:58.246977+00","research_date":"2026-09-19","source_snapshot_sha256":"896289f4f381a6d901462d3aadac528eb2b6c16a3f738d4777e9c2a11d52e39a","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":28,"qualified_finalists":10,"ranking_unit":"Software tool or content optimization platform"},"schema_version":4,"summary":"OptiSEO AI Visibility Dashboard is a weak-to-uncertain fit for a marketing team that needs an operational AI SEO tool with AI visibility tracking. Only 2 of 7 platforms named it during the ranking stage, and the official product page states the dashboard \"has not launched,\" development \"has not moved forward,\" and no launch date, feature set, pricing, or subscription offer is confirmed . The strongest reason to consider it is directional alignment: the concept targets how a brand appears in AI-generated answers. The main limitation is that no working product, verified pricing, or documented…","target_buyer":"Marketing team seeking AI SEO Tools With AI Visibility Tracking across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI SEO and content optimization tools","category_criteria":["Content research and optimization along with tracking of mentions","recommendations","citations","important prompts","competitors","and historical AI visibility"],"geography":"United States","slug":"best-ai-seo-tools-with-ai-visibility-tracking","title":"Best AI SEO Tools With AI Visibility Tracking","use_case":"AI SEO Tools With AI Visibility Tracking"}}