{"citations":{"source_mix":{"company_owned":20,"independent":8,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":11,"partial":6},"total_sources":29,"unique_domain_count":14},"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 Citation Intelligence Platforms for Market Research","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","kimi"],"predicate":"final_consensus_rank","qualifier":"AI Citation Intelligence Platforms for Market Research","subject":"DemandSphere Citation Analytics","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-18","platform_support":["anthropic","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"DemandSphere Citation Analytics","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-18","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"DemandSphere Citation Analytics","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-18","platform_support":["openai","anthropic","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"DemandSphere Citation Analytics","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-18","platform_support":["deepseek"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"DemandSphere Citation Analytics","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":"DemandSphere Citation Analytics","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"DemandSphere Citation Analytics","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-search-audits-market-intelligence/citation-market-research/demandsphere-citation-analytics.json","page_url":"https://aimarketingconsensusindex.com/ai-search-audits-market-intelligence/citation-market-research/demandsphere-citation-analytics","report_type":"fit_review","study_id":"AIMCI-STUDY-41994047491D","title":"DemandSphere Citation Analytics for AI Citation Intelligence Platforms for Market Research: 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":"2026-09-18 15:06:55.73828+00","research_date":"2026-09-18","source_snapshot_sha256":"6153f0a78dfe60726a8bbe1ba4d7159befe8a83d91881275311f04407e1e949a","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":36,"qualified_finalists":10,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"DemandSphere Citation Analytics is a good fit for market-research teams that need URL- and domain-level visibility into AI citations, competitor source comparisons, citation drift, and historical monitoring across major AI search platforms. Two of seven platforms named it during the ranking stage, at an average listed rank of 3.0. The strongest reason to consider it is its combination of page-level citation tracking, competitive citation-gap analysis, and programmatic data access through APIs and BigQuery. The main limitation is that public evidence is almost entirely vendor-controlled, with…","target_buyer":"Companies seeking AI Citation Intelligence Platforms for Market Research across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI search audits and market intelligence","category_criteria":["Identify which domains and pages are cited most often","which sources support competitor visibility","how citation architecture differs across companies","which source gaps exist","and how these patterns evolve"],"geography":"United States","slug":"best-ai-citation-intelligence-platforms-for-market-research","title":"Best AI Citation Intelligence Platforms for Market Research","use_case":"AI Citation Intelligence Platforms for Market Research"}}