{"citations":{"source_mix":{"company_owned":29,"independent":22,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":40,"partial":10},"total_sources":51,"unique_domain_count":26},"claims":[{"claim_id":"claim-001","confidence":"verified","observed_at":"2026-09-17","platform_support":["anthropic","deepseek","grok","kimi","openai","perplexity"],"predicate":"platforms_analyzed","qualifier":"valid included platform responses","subject":"Best AI Citation Tools for Competitor Source-Gap Analysis","unit":"platforms","value":6},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-17","platform_support":["deepseek","openai"],"predicate":"final_consensus_rank","qualifier":"AI Citation Tools for Competitor Source-Gap Analysis","subject":"HubSpot","unit":"rank","value":6},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-17","platform_support":["deepseek","openai"],"predicate":"platform_mentions","qualifier":"out of 6","subject":"HubSpot","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-17","platform_support":["openai","anthropic","grok"],"predicate":"fit_rating_count","qualifier":"good","subject":"HubSpot","unit":"platforms","value":3},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-17","platform_support":["deepseek","perplexity"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"HubSpot","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-17","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"weak","subject":"HubSpot","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":6,"name":"HubSpot","platform_mentions":2,"platform_share":0.3333333333333333}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-citation-authority-building/competitor-source-gap-analysis/hubspot.json","page_url":"https://aimarketingconsensusindex.com/ai-citation-authority-building/competitor-source-gap-analysis/hubspot","report_type":"fit_review","study_id":"AIMCI-STUDY-77DA33CBFDDE","title":"HubSpot for AI Citation Tools for Competitor Source-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.","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":6,"maximum_finalists":10,"minimum_mentions":2,"name":"AI Marketing Consensus Index cross-platform AI consensus analysis","platforms_included":["anthropic","deepseek","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 16:09:36.896434+00","research_date":"2026-09-17","source_snapshot_sha256":"051e338b200ef59674f731c2ebb693bf891428f65ebc6a97a4d1518a000cd053","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":27,"qualified_finalists":9,"ranking_unit":"Software, service, or advisory solution provider"},"schema_version":4,"summary":"HubSpot is a qualified but conditional fit for AI Citation Tools for Competitor Source-Gap Analysis. Two of the six included platforms named HubSpot during ranking discovery — OpenAI (rank 1) and DeepSeek (rank 5) — giving it a 33.3% share of included platform responses and an average listed rank of 3.0. The strongest reason to consider it is HubSpot AEO's explicit positioning around competitor citation benchmarking and source-gap identification across ChatGPT, Perplexity, and Gemini, starting with a free AI Search Grader and a publicly listed $50/month standalone plan. The main limitation…","target_buyer":"Brands seeking AI Citation Tools for Competitor Source-Gap Analysis across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI citation and authority building","category_criteria":["Prompt-level citation data","competitor source comparisons","citation architecture mapping","source-gap identification","and guidance on which gaps are strategically meaningful"],"geography":"United States","slug":"best-ai-citation-tools-for-competitor-source-gap-analysis","title":"Best AI Citation Tools for Competitor Source-Gap Analysis","use_case":"AI Citation Tools for Competitor Source-Gap Analysis"}}