{"citations":{"source_mix":{"company_owned":31,"independent":22,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":47,"partial":6},"total_sources":53,"unique_domain_count":28},"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 SEO Tools for Citation Architecture Content Strategy","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","grok","openai"],"predicate":"final_consensus_rank","qualifier":"AI SEO Tools for Citation Architecture Content Strategy","subject":"OtterlyAI","unit":"rank","value":5},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","grok","openai"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"OtterlyAI","unit":"platforms","value":3},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"OtterlyAI","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","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":"2026-09-19","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"OtterlyAI","unit":"platforms","value":2}],"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-seo-content-optimization/citation-architecture-strategy/otterlyai.json","page_url":"https://aimarketingconsensusindex.com/ai-seo-content-optimization/citation-architecture-strategy/otterlyai","report_type":"fit_review","study_id":"AIMCI-STUDY-CD2424F44C7B","title":"OtterlyAI for AI SEO Tools for Citation Architecture Content Strategy: 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 03:17:56.287016+00","research_date":"2026-09-19","source_snapshot_sha256":"0b30e991615fea7ffeb922eea37908785f68a924c3bdb87bcd0606d0ce4c5adf","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":30,"qualified_finalists":10,"ranking_unit":"Software tool or content optimization platform"},"schema_version":4,"summary":"OtterlyAI is a good fit for the measurement and discovery layer of a citation architecture content strategy, but not as a complete strategy or production platform. Three of seven platforms named OtterlyAI during the ranking stage (openai, grok, deepseek), a 42.9% share of included platform responses, with an average listed rank of 5.33 and a best rank of 3. Its strongest reason to consider it is direct visibility into which URLs and domains AI engines cite for tracked prompts, plus competitor citation comparison. Its main limitation is that it monitors and diagnoses citation gaps without…","target_buyer":"Companies seeking AI SEO Tools for Citation Architecture Content Strategy across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI SEO and content optimization tools","category_criteria":["Understand which first-party assets should exist","which topics need authoritative supporting content","where third-party corroboration matters","which competitor sources influence AI answers","and how its own content can fit into the broader source ecosystem"],"geography":"United States","slug":"best-ai-seo-tools-for-citation-architecture-content-strategy","title":"Best AI SEO Tools for Citation Architecture Content Strategy","use_case":"AI SEO Tools for Citation Architecture Content Strategy"}}