Feature-led ask · Prompt 6 of 8 · July 2026

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

“I want visibility into shadow IT and upcoming renewals. What do you recommend?”

ChatGPT answered 3× this snapshot

…invoices are one of the fastest ways to uncover SaaS usage. Tools like Spendesk, Ramp, Airbase, or Brex can help, or you can layer something like Zylo or Vendr on top for SaaS-specific discovery. Use SSO and identity providers (Okta, Azure AD, Google Workspace). These show what apps users are logging into—even if IT didn’t approve them. Many SaaS management platforms plug into these. Network and endpoint signals…

Named across its answers: 1. Okta2. Zylo3. Netskope4. Torii5. Ramp

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

Zylo and Torii are the only brands named in all 9 answers, but Zylo leads clearly with 3 first-place mentions versus Torii's 1 and a tighter average position of 4.4 against 5.2. Zip's complete absence despite a category rank of 14 shows that general SaaS spend credentials do not automatically translate when buyers ask about shadow IT and renewals specifically.

AI-generated read of the July 2026 measurements.

Who wins this question

Contested Consensus

All three models name Zylo and Torii on this question.

ChatGPT

Claude

Gemini mentioned · first · avg. pos

Zylo 5119163311 9/9 · 3× first · #4.4

Torii 121010252132 9/9 · 1× first · #5.2

Okta 7118165 7/9 · 3× first · #4.1

Productiv 91237223 7/9 · never first · #5.4

Azure AD 829277 6/9 · never first · #5.8

Vendr 612435 5/9 · never first · #6

Ramp 2458 4/9 · never first · #4.8

Brex 4569 4/9 · never first · #6

Netskope 11584 4/9 · never first · #7

Zluri 641 3/9 · 1× first · #3.7

Google Workspace 936 3/9 · never first · #6

BetterCloud 8114 3/9 · never first · #7.7

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 29 brands named at least once. Never mentioned here: Zip.