{"buyer_scenarios":[{"fit":"best_suited","scenario":"CMOs tracking AI visibility across five or more AI platforms who need GA4 revenue attribution below $500/month (, google:astivapricingcomparison)."},{"fit":"best_suited","scenario":"Marketing teams that require published metric formulas and methodology documentation for internal stakeholder justification (, openai:methodologypage)."},{"fit":"best_suited","scenario":"Brands prioritizing competitor benchmarking — 10 competitors per brand at Growth — with sentiment volatility as an early-warning signal ."},{"fit":"best_suited","scenario":"Teams needing daily automated monitoring with 24-hour trend windows and automated PDF reporting ."},{"fit":"not_best_suited","scenario":"Large enterprises requiring documented governance, independently validated measurement accuracy, mature board-reporting workflows, or contractual service commitments before purchase (openai:productpage, )."},{"fit":"not_best_suited","scenario":"Buyers requiring unambiguous coverage of every listed AI platform on the Growth plan, given the unresolved 5-versus-10 platform conflict (openai:pricingpage, )."},{"fit":"not_best_suited","scenario":"Organizations needing strong independent proof of revenue attribution or customer outcomes rather than vendor-reported capabilities (openai:productpage, )."},{"fit":"not_best_suited","scenario":"Procurement-driven selections where vendor stability and funding history are key decision factors; Astiva AI is described as founded in 2025 and unfunded (, google:tracxnastivaprofile)."}],"citations":{"source_mix":{"company_owned":20,"independent":4,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":21,"partial":3},"total_sources":24,"unique_domain_count":11},"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 Visibility Platforms for CMOs","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","kimi"],"predicate":"final_consensus_rank","qualifier":"AI Visibility Platforms for CMOs","subject":"Astiva AI","unit":"rank","value":4},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","kimi"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"Astiva AI","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["grok","google"],"predicate":"fit_rating_count","qualifier":"strong","subject":"Astiva AI","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","perplexity"],"predicate":"fit_rating_count","qualifier":"good","subject":"Astiva AI","unit":"platforms","value":2},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"Astiva AI","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":"Astiva AI","unit":"platforms","value":2}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":1.5,"best_rank":1,"entity_id":"entity-001","entity_type":"company","final_rank":4,"name":"Astiva AI","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/cmos/astiva-ai.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/cmos/astiva-ai","report_type":"fit_review","study_id":"AIMCI-STUDY-858960239868","title":"Astiva AI for AI Visibility Platforms for CMOs: 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 10:59:37.284943+00","research_date":"2026-09-19","source_snapshot_sha256":"c8a6cc7a4eb170e6142b91277ebab9cb3fbfca1759943b1c74ffe1ae143d4895","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":42,"qualified_finalists":9,"ranking_unit":"Software platform or research platform"},"schema_version":4,"summary":"Astiva AI is a mixed-to-good fit for CMOs evaluating AI visibility platforms, depending on how much independent validation the buyer requires. Two of seven platforms named Astiva AI during the ranking stage — Anthropic (rank 2) and Kimi (rank 1) — giving it an average listed rank of 1.5 and a 28.6% share of included platform responses. The strongest reason to consider it is the Growth plan's combination of multi-platform prompt tracking, competitor benchmarking, citation-gap analysis, and native GA4 revenue attribution at a published $249/month. The main limitation is that nearly all…","target_buyer":"CMOs and senior marketing leaders needing board-ready AI search visibility and competitive intelligence","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Multi-platform coverage","prompt tracking","recommendation and mention measurement","citation tracking","competitor benchmarking","historical trend reporting","and executive-ready dashboards"],"geography":"United States","slug":"best-ai-visibility-platforms-for-cmos","title":"Best AI Visibility Platforms for CMOs","use_case":"AI Visibility Platforms for CMOs"}}