{"buyer_scenarios":[{"fit":"best_suited","scenario":"Marketing and SEO teams tracking which owned and third-party URLs AI systems cite (openai)."},{"fit":"best_suited","scenario":"Companies comparing their cited sources and domains with competitors (openai, , -4)."},{"fit":"best_suited","scenario":"Teams needing daily, platform-by-platform monitoring across major AI search experiences (openai, -7)."},{"fit":"best_suited","scenario":"Teams conducting foundational citation analysis across ChatGPT, Perplexity, Google AI Overviews, and Copilot to understand domain and source preferences (anthropic)."},{"fit":"not_best_suited","scenario":"Teams requiring real-time or hourly citation updates. Multiple independent reviews describe weekly refresh or a seven-day lag (-2, -6, -6). One review notes waiting a week between updates can leave gaps when managing a…"},{"fit":"not_best_suited","scenario":"Organizations needing broad, unsampled discovery of all AI queries. Coverage depends on the buyer's selected prompts; it is not a complete census of all questions asked in AI systems (openai)."},{"fit":"not_best_suited","scenario":"Teams needing to confirm actual AI crawler visits. OtterlyAI tracks what AI platforms show in their responses but cannot confirm whether AI crawlers actually visited the buyer's site (-1, -2)."},{"fit":"not_best_suited","scenario":"Buyers requiring built-in content optimization or recommendation workflows. OtterlyAI is monitoring-focused with no content generation, no crawler log analysis, and no traffic attribution (-1, -2). One review calls…"}],"citations":{"source_mix":{"company_owned":29,"independent":29,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":50,"partial":8},"total_sources":58,"unique_domain_count":33},"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 Citation Intelligence Platforms for Source and Domain Tracking","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["grok","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Citation Intelligence Platforms for Source and Domain Tracking","subject":"OtterlyAI","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["grok","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"OtterlyAI","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"OtterlyAI","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"OtterlyAI","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"OtterlyAI","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":5.333333333333333,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":5,"name":"OtterlyAI","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/citation-intelligence/otterlyai.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/citation-intelligence/otterlyai","report_type":"fit_review","study_id":"AIMCI-STUDY-B97AED8187E1","title":"OtterlyAI for AI Citation Intelligence Platforms for Source and Domain 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 12:21:12.636134+00","research_date":"2026-09-19","source_snapshot_sha256":"7709f8fba222be157ce202b14f4f5171c9467336930b04108907f2a2d2922203","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":37,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"OtterlyAI is a good fit for companies that need recurring, prompt-level tracking of which URLs and domains AI systems cite, how those citations compare with competitors, and how patterns shift across platforms. Three of seven platforms named OtterlyAI during ranking discovery (grok, openai, perplexity), at an average listed rank of 5.3 and a best rank of 3. Its strongest advantage is direct URL- and domain-level citation reporting with domain categorization and competitor gap analysis. The main limitation is that it is a monitoring tool: refresh cadence is reported as weekly by several…","target_buyer":"Companies seeking AI Citation Intelligence Platforms for Source and Domain Tracking across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Understand which domains and pages AI systems rely on","which sources support competitors","how citation patterns differ across platforms and prompts","and how those patterns change over time"],"geography":"United States","slug":"best-ai-citation-intelligence-platforms-for-source-and-domain-tracking","title":"Best AI Citation Intelligence Platforms for Source and Domain Tracking","use_case":"AI Citation Intelligence Platforms for Source and Domain Tracking"}}