{"citations":{"source_mix":{"company_owned":23,"independent":28,"unclear":6},"sources_referenced_by_questions":0,"support_mix":{"direct":42,"partial":9},"total_sources":57,"unique_domain_count":25},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","deepseek","google","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Source Mapping Tools","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","google","grok","openai","perplexity"],"predicate":"final_consensus_rank","qualifier":"AI Source Mapping Tools","subject":"OtterlyAI","unit":"rank","value":1},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","google","grok","openai","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"OtterlyAI","unit":"platforms","value":5},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-17","platform_support":["google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"OtterlyAI","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-17","platform_support":["openai","anthropic","deepseek","grok","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"OtterlyAI","unit":"platforms","value":5},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-17","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":2.4,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":1,"name":"OtterlyAI","platform_mentions":5,"platform_share":0.7142857142857143}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-citation-authority-building/source-mapping-tools/otterlyai.json","page_url":"https://aimarketingconsensusindex.com/ai-citation-authority-building/source-mapping-tools/otterlyai","report_type":"fit_review","study_id":"AIMCI-STUDY-2DFA6988B862","title":"OtterlyAI for AI Source Mapping Tools: 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.","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":"2026-09-17 08:20:51.574944+00","research_date":"2026-09-17","source_snapshot_sha256":"41b83a0f807475b070b50589c363a457dd08cbf203d5c40472907e43130b552a","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":29,"qualified_finalists":10,"ranking_unit":"Software tool or content optimization platform"},"schema_version":4,"summary":"OtterlyAI is a good fit for marketing teams that need practical AI source mapping: domain-level and URL-level citation monitoring, prompt mapping, competitor comparison, platform segmentation, and historical citation trends across major AI search engines. Five of seven platforms named OtterlyAI during the ranking stage, and it finished first overall with an average listed rank of 2.4. Its strongest evidence-backed advantage is granular citation reporting at a low self-serve entry price. The main limitation is that base plans cover only four engines; Google AI Mode, Gemini, and Claude are…","target_buyer":"Marketing team seeking AI Source Mapping Tools across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI citation and authority building","category_criteria":["Domain-level and URL-level citation data","prompt mapping","competitor analysis","platform differences","historical trends","and a way to understand how those sources fit into the broader citation architecture"],"geography":"United States","slug":"best-ai-source-mapping-tools","title":"Best AI Source Mapping Tools","use_case":"AI Source Mapping Tools"}}