{"citations":{"source_mix":{"company_owned":15,"independent":25,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":34,"partial":6},"total_sources":40,"unique_domain_count":32},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Search Solutions for Tracking and Improving Brand Recommendations","unit":"platforms","value":6},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","grok","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Search Solutions for Tracking and Improving Brand Recommendations","subject":"Otterly","unit":"rank","value":3},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","grok","perplexity"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"Otterly","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Otterly","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","anthropic","deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Otterly","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"Otterly","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":3,"name":"Otterly","platform_mentions":3,"platform_share":0.5}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-geo-agencies/brand-recommendation-tracking/otterly.json","page_url":"https://aimarketingconsensusindex.com/ai-search-geo-agencies/brand-recommendation-tracking/otterly","report_type":"fit_review","study_id":"AIMCI-STUDY-4D73281B93EA","title":"Otterly for AI Search Solutions for Tracking and Improving Brand Recommendations: 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":6,"maximum_finalists":10,"minimum_mentions":2,"name":"AI Marketing Consensus Index cross-platform AI consensus analysis","platforms_included":["anthropic","deepseek","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":"2026-09-18 06:56:37.526864+00","research_date":"2026-09-18","source_snapshot_sha256":"7de8c38fe90b9190510c34a656ef39e5a870202d45cef2fd91491df0993d4312","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":32,"qualified_finalists":9,"ranking_unit":"Software, service, or advisory solution provider"},"schema_version":4,"summary":"Otterly is a good fit for companies that want low-cost, self-service tracking of how often AI systems mention, rank, and cite their brand. Three of six platforms named Otterly during ranking discovery (anthropic, grok, perplexity), a 50% share of included platform responses, at an average listed rank of 3.0 and a best rank of 1. Its strongest reason to consider it is the $29/month Lite entry point with daily tracking across four core engines and competitive visibility benchmarking. The main limitation is that Gemini, Google AI Mode, and Claude are paid add-ons, so advertised pricing does not…","target_buyer":"Companies seeking AI Search Solutions for Tracking and Improving Brand Recommendations across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI search and GEO agencies","category_criteria":["Recommendation quality","category fit","platform coverage","competitive analysis","measurement depth","reporting usefulness","and implementation support"],"geography":"United States","slug":"best-ai-search-solutions-for-tracking-and-improving-brand-recommendations","title":"Best AI Search Solutions for Tracking and Improving Brand Recommendations","use_case":"AI Search Solutions for Tracking and Improving Brand Recommendations"}}