A real buyer question from the September 2026 snapshot, asked 3× to each of the three models. 9 answers recorded.
…choices such as: Cloud platform: AWS vs Azure vs GCP Identity platform: Entra ID / Okta / Ping Endpoint management: Intune / Workspace ONE / SCCM SIEM/SOC stack: Sentinel / Splunk / QRadar Container platform: Kubernetes distributions Security framework: NIST CSF / ISO 27001 / CIS Data platform: Snowflake / Databricks / BigQuery / Redshift If you specify the category, I’ll give you a direct recommendation with…
Named across its answers: 1. Okta2. Intune3. Splunk4. Snowflake5. Databricks
Verbatim excerpt from one collected ChatGPT answer; formatting flattened, words untouched.
…questions: If You Mean: Identity Provider (IdP) Provider Best For Key Strengths Microsoft Entra ID (Azure AD) Microsoft-heavy shops Deep M365 integration, Conditional Access, massive compliance coverage Okta Multi-cloud, vendor-neutral Best-in-class SSO breadth, strong MFA, SOC2/FedRAMP Ping Identity Regulated industries Fine-grained access control, on-prem option Google Workspace Google-centric orgs Strong for…
Named across its answers: 1. Microsoft Entra ID2. Okta3. Ping Identity4. ForgeRock5. Google Workspace
Verbatim excerpt from one collected Claude answer; formatting flattened, words untouched.
…three most common enterprise "undefined" categories: If you mean Cloud Provider (AWS vs. Azure vs. GCP) For a large enterprise, the choice usually comes down to AWS or Azure. Standardize on Microsoft Azure if: You are already a "Microsoft Shop." * Security/Compliance: Azure has the most comprehensive compliance portfolio (especially for government and highly regulated industries). Integration with Microsoft Entra…
Named across its answers: 1. Microsoft Azure2. AWS3. Red Hat Enterprise Linux4. Okta5. Microsoft Entra ID
Verbatim excerpt from one collected Gemini answer; formatting flattened, words untouched.
Okta leads on raw mention count but Microsoft Entra ID wins the first-recommendation race 3-to-1 and holds a tighter average position of 2.6 versus Okta's 2.8. The real story is model dependency: Microsoft Entra ID owes its entire presence to Claude, meaning a buyer who only uses ChatGPT would never see it recommended.
AI-generated read of the September 2026 measurements.
Contested Consensus
All three models name Okta on this question.
Each square is one collected answer; the number is the brand's position in that answer. Lime = the very first recommendation. Unlinked brands were named by the models here but sit outside this category's published top 15 overall. Showing the top 12 of 25 brands named at least once. Never mentioned here: Samsara, Verizon Connect, Fleetio, Motive, Geotab, Azuga, Whip Around, Lytx, AUTOsist, Verizon Connect Reveal, GPS Trackit, Fleet Complete, Teletrac Navman.
Part of the Fleet Management snapshot: 72 answers across 8 prompts. Full category ranking · Compare brands head-to-head · Methodology.