Thunderdome B2B SaaS AI Visibility Index

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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 “undefined” refers to here? For example, do you mean: an IAM/SSO platform an endpoint/security tool a cloud platform a SIEM/SOC solution a software framework/language/runtime a data platform something else If you want, I can also answer as a decision framework for large enterprises: how to choose a standard technology with security, compliance, and scale in mind.

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

AWS leads on raw mention count, but its visibility is entirely Claude-driven, and Microsoft Entra ID matches it on first-recommendation count with a tighter average position of 2. The four top-ranked translation platforms, Phrase, Lokalise, Crowdin, and memoQ, were shut out completely, meaning AI models are answering a localization question with general cloud and identity vendors instead.

AI-generated read of the September 2026 measurements.

Who wins this question

Leaning AWS

ChatGPTClaudeGemini mentioned · first · avg. pos
AWS 114242 6/9 · 2× first · #2.3
Microsoft Entra ID 1313 4/9 · 2× first · #2
Microsoft Azure 151 3/9 · 2× first · #2.3
Azure 225 3/9 · never first · #3
Okta 244 3/9 · never first · #3.3
Terraform 625 3/9 · never first · #4.3
Google Cloud 33 2/9 · never first · #3
Red Hat Enterprise Linux 56 2/9 · never first · #5.5
Kubernetes 87 2/9 · never first · #7.5
Ping Identity 3 1/9 · never first · #3
OpenTofu 3 1/9 · never first · #3
GCP 6 1/9 · never first · #6

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 15 brands named at least once. Never mentioned here: Phrase, Lokalise, Crowdin, memoQ, Smartcat, Smartling, Trados, XTM Cloud, Plunet, XTRF, Transifex, Weblate, Wordbee, MateCat.

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Part of the Translation & Localization snapshot: 72 answers across 8 prompts. Full category ranking · Compare brands head-to-head · Methodology.