Thunderdome B2B SaaS AI Visibility Index

← Loan Origination & Lending Software ranking

Enterprise pick · Prompt 5 of 8 · September 2026

A real buyer question from the September 2026 snapshot, asked 3× to each of the three models. 9 answers recorded.

“Which undefined should a large enterprise standardize on, considering security, compliance, and scale?”

ChatGPT answered 3× this snapshot

…compliance, and scale? If you want, send the category, such as: Cloud provider — AWS, Azure, GCP Identity provider — Okta, Entra ID, Ping Endpoint management — Intune, Jamf, Workspace ONE SIEM/SOC platform — Sentinel, Splunk, QRadar Compliance framework — ISO 27001, SOC 2, NIST, PCI DSS Data platform — Snowflake, Databricks, BigQuery Container platform — Kubernetes distro, OpenShift, EKS/AKS/GKE If your question…

Named across its answers: 1. AWS2. Azure3. GCP4. Okta5. Entra ID

Verbatim excerpt from one collected ChatGPT answer; formatting flattened, words untouched.

AWS leads by converting appearances into top-of-list placement, averaging position 1.8 across 5 of 9 answers while Azure, despite equal mention frequency, never once took the first slot. The more striking finding is that nCino, Encompass, TurnKey Lender, and Blend, the actual top-ranked lending software brands, were completely absent, meaning AI models are answering a lending question with cloud and identity infrastructure vendors instead.

AI-generated read of the September 2026 measurements.

Who wins this question

Contested Consensus

All three models name AWS, Azure and Okta on this question.

ChatGPTClaudeGemini mentioned · first · avg. pos
AWS 11124 5/9 · 3× first · #1.8
Azure 22235 5/9 · never first · #2.8
Microsoft Entra ID 1111 4/9 · 4× first · #1
Okta 422 3/9 · never first · #2.7
Terraform 425 3/9 · never first · #3.7
Red Hat Enterprise Linux 436 3/9 · never first · #4.3
GCP 33 2/9 · never first · #3
Ping Identity 3 1/9 · never first · #3
Google Cloud 3 1/9 · never first · #3
Amazon Web Services 3 1/9 · never first · #3
Google Workspace 4 1/9 · never first · #4
Microsoft Azure 4 1/9 · never first · #4

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 26 brands named at least once. Never mentioned here: nCino, Encompass, TurnKey Lender, Blend, MeridianLink, Temenos, Finastra, LoanPro, ICE Mortgage Technology, Fiserv, Salesforce, Numerated, Origence, Mambu.

Build variants of this question: the Loan Origination & Lending Software prompt tree → ← Previous prompt Next prompt →

Part of the Loan Origination & Lending Software snapshot: 72 answers across 8 prompts. Full category ranking · Compare brands head-to-head · Methodology.