{"citations":{"source_mix":{"company_owned":24,"independent":25,"unclear":1},"sources_referenced_by_questions":0,"support_mix":{"direct":29,"partial":5},"total_sources":50,"unique_domain_count":31},"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 High-Intent Commercial Content","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","kimi"],"predicate":"final_consensus_rank","qualifier":"AI SEO Tools for High-Intent Commercial Content","subject":"HubSpot AEO","unit":"rank","value":10},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"HubSpot AEO","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["grok"],"predicate":"fit_rating_count","qualifier":"strong","subject":"HubSpot AEO","unit":"platforms","value":1},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","perplexity","google"],"predicate":"fit_rating_count","qualifier":"good","subject":"HubSpot AEO","unit":"platforms","value":3},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"HubSpot AEO","unit":"platforms","value":1},{"claim_id":"claim-007","confidence":"verified","observed_at":"2026-09-19","platform_support":["deepseek","kimi"],"predicate":"fit_rating_count","qualifier":"uncertain","subject":"HubSpot AEO","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3.5,"best_rank":3,"entity_id":"entity-001","entity_type":"company","final_rank":10,"name":"HubSpot AEO","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-seo-content-optimization/high-intent-commercial-content/hubspot-aeo.json","page_url":"https://aimarketingconsensusindex.com/ai-seo-content-optimization/high-intent-commercial-content/hubspot-aeo","report_type":"fit_review","study_id":"AIMCI-STUDY-0AAAD2B5F49F","title":"HubSpot AEO for AI SEO Tools for High-Intent Commercial Content: 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":"2026-09-19 01:14:21.208207+00","research_date":"2026-09-19","source_snapshot_sha256":"da7bb55c7f295fbd030ad257862cebe6cd62bca7f9f8507981804d47cc653c09","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":27,"qualified_finalists":10,"ranking_unit":"Software tool or content optimization platform"},"schema_version":4,"summary":"HubSpot AEO is a good fit for companies that want affordable monitoring of high-intent commercial prompts across ChatGPT, Gemini, and Perplexity, with competitor share-of-voice, citation analysis, and prioritized recommendations. Two of seven platforms named it during the ranking stage (deepseek and kimi), a 28.6% share of included platform responses, at an average listed rank of 3.5 and a best listed rank of 3. The strongest reason to consider it is the low $50/month standalone entry price with no required HubSpot subscription. The main limitation is narrow engine coverage: the reviewed…","target_buyer":"Companies seeking AI SEO Tools for High-Intent Commercial Content across AI search, generative-answer, and recommendation platforms","topic":{"base_category":"AI SEO and content optimization tools","category_criteria":["Software that can identify high-intent topics","analyze competitors","optimize content","and improve coverage of the questions buyers actually ask; identify high-intent topics","analyze competitors","optimize content","and improve coverage of the questions buyers actually ask"],"geography":"United States","slug":"best-ai-seo-tools-for-high-intent-commercial-content","title":"Best AI SEO Tools for High-Intent Commercial Content","use_case":"AI SEO Tools for High-Intent Commercial Content"}}