{"citations":{"source_mix":{"company_owned":23,"independent":3,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":26,"partial":0},"total_sources":26,"unique_domain_count":9},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Citation Intelligence Platforms for Publishers and Review Websites","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","kimi"],"predicate":"final_consensus_rank","qualifier":"AI Citation Intelligence Platforms for Publishers and Review Websites","subject":"Viali","unit":"rank","value":8},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Viali","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-17","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Viali","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-17","platform_support":["openai","anthropic","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Viali","unit":"platforms","value":5},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-17","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Viali","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.5,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":8,"name":"Viali","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-citation-authority-building/publishers-review-websites/viali.json","page_url":"https://aimarketingconsensusindex.com/ai-citation-authority-building/publishers-review-websites/viali","report_type":"fit_review","study_id":"AIMCI-STUDY-0A62BFA971F3","title":"Viali for AI Citation Intelligence Platforms for Publishers and Review Websites: 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":"2026-09-17 18:35:11.100608+00","research_date":"2026-09-17","source_snapshot_sha256":"17c084190bbc9e05addec92c92ee46fcc46e15859d785c6e49b7e359067c0a9c","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":39,"qualified_finalists":10,"ranking_unit":"Research platform, intelligence provider, or advisory solution"},"schema_version":4,"summary":"Viali is a good fit for publishers and review websites that need prompt-level visibility into which URLs and domains AI systems cite, where competitors are cited instead, and how source authority shifts over time. Two of seven platforms named Viali during the ranking stage (anthropic, kimi), at an average listed rank of 3.5 and a best rank of 2. The strongest reason to consider it is its Citations Intelligence module, which captures cited URLs, classifies source types, ranks sources by answer weight, and assigns gap scores (openai:vialicitations, kimi:viali-citations-1). The main limitation…","target_buyer":"Publishers and review websites that depend on source eligibility, citation visibility, and category authority","topic":{"base_category":"AI citation and authority building","category_criteria":["Prompt-level citation data","cited URL and domain analysis","citation architecture mapping","source-gap analysis","competitor benchmarking","historical tracking","and recommendation impact"],"geography":"United States","slug":"best-ai-citation-intelligence-platforms-for-publishers-and-review-websites","title":"Best AI Citation Intelligence Platforms for Publishers and Review Websites","use_case":"AI Citation Intelligence Platforms for Publishers and Review Websites"}}