{"citations":{"source_mix":{"company_owned":24,"independent":19,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":33,"partial":10},"total_sources":43,"unique_domain_count":23},"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":["deepseek","google","grok","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for Source Intelligence","subject":"Otterly AI","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","google","grok","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Otterly AI","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","anthropic","deepseek","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"Otterly AI","unit":"platforms","value":6},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Otterly AI","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":4.8,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Otterly AI","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/source-intelligence/otterly-ai.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/source-intelligence/otterly-ai","report_type":"fit_review","study_id":"AIMCI-STUDY-DDEAED8BC09E","title":"Otterly AI 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 13:03:46.529118+00","research_date":"2026-09-19","source_snapshot_sha256":"16c8c85b498d5cd8bf492f63b94da662b1a81db2051a3011a293e66aa2dce3ea","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":33,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Otterly AI is a good fit for a marketing team that needs affordable, self-serve source intelligence across AI answer engines. Five of the seven platforms in this study named Otterly AI during the ranking stage, and six of seven rated it a \"good\" fit for this use case; one rated it \"uncertain.\" The strongest reason to consider it is direct domain- and URL-level citation reporting combined with competitor citation comparisons and historical coverage trends. The main limitation is scale economics: prompt allowances are tight, several engines are paid add-ons, and public evidence supports…","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"}}