{"citations":{"source_mix":{"company_owned":28,"independent":25,"unclear":0},"sources_referenced_by_questions":0,"support_mix":{"direct":47,"partial":4},"total_sources":53,"unique_domain_count":20},"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 Enterprise AI Visibility Solutions for Data, Intelligence, and Execution","unit":"platforms","value":7},{"claim_id":"claim-002","confidence":"verified","observed_at":"2026-09-19","platform_support":["grok","perplexity"],"predicate":"final_consensus_rank","qualifier":"Enterprise AI Visibility Solutions for Data, Intelligence, and Execution","subject":"AirOps","unit":"rank","value":9},{"claim_id":"claim-003","confidence":"verified","observed_at":"2026-09-19","platform_support":["grok","perplexity"],"predicate":"platform_mentions","qualifier":"out of 7","subject":"AirOps","unit":"platforms","value":2},{"claim_id":"claim-004","confidence":"verified","observed_at":"2026-09-19","platform_support":["openai","grok"],"predicate":"fit_rating_count","qualifier":"good","subject":"AirOps","unit":"platforms","value":2},{"claim_id":"claim-005","confidence":"verified","observed_at":"2026-09-19","platform_support":["anthropic","deepseek","perplexity","google"],"predicate":"fit_rating_count","qualifier":"mixed","subject":"AirOps","unit":"platforms","value":4},{"claim_id":"claim-006","confidence":"verified","observed_at":"2026-09-19","platform_support":["kimi"],"predicate":"fit_rating_count","qualifier":"weak","subject":"AirOps","unit":"platforms","value":1}],"content_scope":"aggregated facts, computed metrics, and retrieval summaries","entities":[{"average_rank":3,"best_rank":2,"entity_id":"entity-001","entity_type":"company","final_rank":9,"name":"AirOps","platform_mentions":2,"platform_share":0.2857142857142857}],"identity":{"dataset_url":"https://aimarketingconsensusindex.com/datasets/ai-visibility-llm-monitoring/enterprise-intelligence-execution/airops.json","page_url":"https://aimarketingconsensusindex.com/ai-visibility-llm-monitoring/enterprise-intelligence-execution/airops","report_type":"fit_review","study_id":"AIMCI-STUDY-6448BE2BE59C","title":"AirOps for Enterprise AI Visibility Solutions for Data, Intelligence, and Execution: 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 15:47:07.075393+00","research_date":"2026-09-19","source_snapshot_sha256":"20d41ad6b2b2aee4da41817d21f79267dd9168764302cb1da7bc5ff3577427bb","verification_scope":"public_verification"},"ranking":{"candidates_evaluated":31,"qualified_finalists":10,"ranking_unit":"Software, service, or advisory solution provider"},"schema_version":4,"summary":"AirOps is a good fit for large enterprise marketing, SEO, and content organizations that want AI-search visibility measurement wired directly into content execution. Two of seven platforms named AirOps during the ranking stage — Grok (rank 4) and Perplexity (rank 2) — giving it an average listed rank of 3.0 and a 28.6% share of included platform responses. The strongest reason to consider it is the combination of prompt, citation, and competitor tracking with Page360, Quill, and workflow execution in one operating platform. The main limitation is that AirOps is an execution-first content…","target_buyer":"Large enterprise teams managing multiple brands, markets, business units, competitors, or executive reporting needs","topic":{"base_category":"AI visibility and LLM monitoring platforms","category_criteria":["Large-scale prompt research","recommendation tracking","citation intelligence","citation architecture mapping","competitor benchmarking","historical measurement","executive reporting","strategic interpretation","and implementation support"],"geography":"United States","slug":"best-enterprise-ai-visibility-solutions-for-data-intelligence-and-execution","title":"Best Enterprise AI Visibility Solutions for Data, Intelligence, and Execution","use_case":"Enterprise AI Visibility Solutions for Data, Intelligence, and Execution"}}