{"citations":{"source_mix":{"company_owned":25,"independent":26,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":41,"partial":9},"total_sources":51,"unique_domain_count":29},"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 SEO Tools for Content Gap Analysis","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","google","grok","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI SEO Tools for Content Gap Analysis","subject":"OtterlyAI","unit":"rank","value":7},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","google","grok","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"OtterlyAI","unit":"platforms","value":4},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","anthropic","deepseek","grok","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"OtterlyAI","unit":"platforms","value":6},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"OtterlyAI","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":8.75,"best_rank":8,"entity_id":"entity-001","entity_type":"company","final_rank":7,"name":"OtterlyAI","platform_mentions":4,"platform_share":0.5714285714285714}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-seo-content-optimization/content-gap-analysis/otterlyai.json","page_url":"https://aimarketingconsensusindex.com/ai-seo-content-optimization/content-gap-analysis/otterlyai","report_type":"fit_review","study_id":"AIMCI-STUDY-38F94F0D648A","title":"OtterlyAI for AI SEO Tools for Content Gap Analysis: 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 23:42:26.945556+00","research_date":"2026-09-18","source_snapshot_sha256":"5243af7eb3b64d17f465d24ce444ede7ece7cd1ade3c1d881fc7f0847485b608","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":27,"qualified_finalists":9,"ranking_unit":"Software tool or content optimization platform"},"schema_version":4,"summary":"OtterlyAI is a good fit for AI-search content-gap analysis when the buyer needs to see which competitor URLs and sources AI engines cite, where the brand is missing, and which prompts represent citation opportunities. Four of seven platforms named OtterlyAI during ranking discovery, at an average listed rank of 8.75 and a best rank of 8. Its strongest asset is the Citations report combined with the GEO Audit, which connects competitor citation gaps to crawlability and content-readiness issues. The main limitation is that OtterlyAI measures and diagnoses gaps but does not create content,…","target_buyer":"Companies seeking AI SEO Tools for Content Gap Analysis across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI SEO and content optimization tools","category_criteria":["Software that can analyze competitor content","reveal meaningful gaps","prioritize opportunities","and help determine what should be created or improved"],"geography":"United States","slug":"best-ai-seo-tools-for-content-gap-analysis","title":"Best AI SEO Tools for Content Gap Analysis","use_case":"AI SEO Tools for Content Gap Analysis"}}