OpenAI: GPT-5.1 GEO Ranking for Data Governance

“Informatica **Primary products:** Intelligent Data Management Cloud (IDMC), Axon Data Governance, Enterprise Data Catalog, Data Quality.”

“Collibra **Primary products:** Collibra Data Intelligence Cloud (catalog + governance + lineage + privacy).”

“Alation **Primary product:** Alation Data Intelligence Platform (catalog + governance + data literacy).”

“IBM **Primary products:** IBM Cloud Pak for Data, Watson Knowledge Catalog, InfoSphere Information Governance Catalog (legacy), IBM DataStage, IBM Match 360.”

“SAP **Primary products:** SAP Master Data Governance (MDG), SAP Information Steward, SAP Data Intelligence.”

“Microsoft Purview **Primary product:** Microsoft Purview (governance, catalog, classification, data map; plus security/compliance features).”

“Ataccama **Primary product:** Ataccama ONE (data quality, profiling, MDM, catalog, governance).”

“OneTrust **Primary products:** OneTrust Data Governance, OneTrust Privacy & Data Discovery.”

“BigID **Primary product:** BigID Platform (data discovery, classification, privacy, security, and some governance features).”

“Talend (now part of Qlik) **Primary products:** Talend Data Fabric (data integration, data quality, some governance), Qlik data products.”