{"citations":{"source_mix":{"company_owned":25,"independent":5,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":19,"partial":10},"total_sources":30,"unique_domain_count":7},"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 Source Intelligence","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 Visibility Platforms for Source Intelligence","subject":"Viali","unit":"rank","value":10},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","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":"2026-09-19","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Viali","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","anthropic","perplexity","kimi"],"predicate":"fit_rating_count","qualifier":"good","subject":"Viali","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","grok"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Viali","unit":"platforms","value":2}],"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":10,"name":"Viali","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/source-intelligence/viali.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/source-intelligence/viali","report_type":"fit_review","study_id":"AIMCI-STUDY-D78EFB0F7CC3","title":"Viali for AI Visibility Platforms for Source Intelligence: 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 13:17:15.812922+00","research_date":"2026-09-19","source_snapshot_sha256":"bcfa4ae2ba8a092090c60a1a0f06272190b48a44383fa8ed537e960d29d8640a","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":33,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Viali is a good fit for marketing teams that need source-level citation intelligence across multiple AI engines, with caveats around pricing transparency and independent validation. Two of seven platforms named Viali during the ranking stage — Anthropic (rank 5) and Kimi (rank 2) — giving it an average listed rank of 3.5 and a best listed rank of 2. The strongest reason to consider it is the Citations Intelligence module, which is explicitly positioned around URL- and domain-level citation data, competitor gap analysis, and prompt mapping across six AI engines. The main limitation is that…","target_buyer":"Marketing team seeking AI Visibility Platforms for Source Intelligence across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Source-level citation data","domain analysis","prompt mapping","competitor comparisons","historical changes","and enough context to understand which sources may influence AI recommendations"],"geography":"United States","slug":"best-ai-visibility-platforms-for-source-intelligence","title":"Best AI Visibility Platforms for Source Intelligence","use_case":"AI Visibility Platforms for Source Intelligence"}}