{"citations":{"source_mix":{"company_owned":20,"independent":25,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":38,"partial":8},"total_sources":46,"unique_domain_count":28},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Search Audits for SaaS Companies","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["google","grok","openai"],"predicate":"final_consensus_rank","qualifier":"AI Search Audits for SaaS Companies","subject":"OtterlyAI","unit":"rank","value":2},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["google","grok","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"OtterlyAI","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":"OtterlyAI","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","anthropic","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"OtterlyAI","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"OtterlyAI","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-18","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":2,"name":"OtterlyAI","platform_mentions":3,"platform_share":0.42857142857142855}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/saas-audits/otterlyai.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/saas-audits/otterlyai","report_type":"fit_review","study_id":"AIMCI-STUDY-2C8ACEC595B4","title":"OtterlyAI for AI Search Audits for SaaS Companies: 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":"2026-09-18 11:34:37.040386+00","research_date":"2026-09-18","source_snapshot_sha256":"af51ef10d9499a897858d1341b48e0c49a251377e4193b5e604b973ea60f0686","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":56,"qualified_finalists":4,"ranking_unit":"Audit company, audit service, or advisory provider"},"schema_version":4,"summary":"OtterlyAI is a good fit for SaaS companies that need recurring AI search audits built around recommendation share, competitor positioning, and citation sources. Three of seven platforms named OtterlyAI during ranking discovery — Google (rank 3), OpenAI (rank 3), and Grok (rank 10) — giving it an average listed rank of 5.33 and a best rank of 3. The strongest reason to consider it is prompt-level citation and competitor tracking at a $29/month entry price (, -1). The main limitation is that base plans cover only four engines; Claude, Gemini, and Google AI Mode are paid add-ons, and no…","target_buyer":"SaaS companies tracking category, comparison, alternatives, and product recommendation prompts","topic":{"base_category":"AI search audits and market intelligence","category_criteria":["An audit covering recommendation share","competitor positioning","citation sources","citation architecture","product-comparison visibility","and opportunities to improve its presence"],"geography":"United States","slug":"best-ai-search-audits-for-saas-companies","title":"Best AI Search Audits for SaaS Companies","use_case":"AI Search Audits for SaaS Companies"}}