Thunderdome B2B SaaS AI Visibility Index

← Optometry & Eye Care Practice 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

Could you clarify what you mean by “undefined”? For example, are you asking which enterprise standard to adopt for: identity and access management, endpoint management, cloud platform, SIEM/SOC tooling, data governance, API standardization, or something else? “Undefined” looks like a placeholder, so if you tell me the domain, I can recommend the best option specifically for security, compliance, and scale.

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

AWS leads this question, appearing in 5 of 9 answers at an average position of 1.4, driven entirely by Claude naming it all 3 times while ChatGPT never mentioned it. The category's top-ranked optometry platforms, RevolutionEHR, Eyefinity, Compulink, and Crystal PM, are absent entirely, meaning AI is answering a practice-management question with cloud infrastructure brands.

AI-generated read of the September 2026 measurements.

Who wins this question

Leaning AWS

ChatGPTClaudeGemini mentioned · first · avg. pos
AWS 11122 5/9 · 3× first · #1.4
Azure 222 3/9 · never first · #2
Okta 344 3/9 · never first · #3.7
Microsoft Azure 11 2/9 · 2× first · #1
Microsoft Entra ID 33 2/9 · never first · #3
Terraform 65 2/9 · never first · #5.5
GCP 3 1/9 · never first · #3
Google Cloud 3 1/9 · never first · #3
Kong 4 1/9 · never first · #4
Red Hat Enterprise Linux 5 1/9 · never first · #5
Red Hat OpenShift 6 1/9 · never first · #6
OpenTofu 7 1/9 · never first · #7

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 18 brands named at least once. Never mentioned here: RevolutionEHR, Compulink, Eyefinity, Crystal PM, MaximEyes, OfficeMate, ExamWRITER, Crystal Practice Management, LiquidEHR, Modernizing Medicine, Compulink Eyecare Advantage, Eyefinity EHR, EyeCloudPro, Uprise.

Build variants of this question: the Optometry & Eye Care Practice prompt tree → ← Previous prompt Next prompt →

Part of the Optometry & Eye Care Practice snapshot: 72 answers across 8 prompts. Full category ranking · Compare brands head-to-head · Methodology.