Thunderdome B2B SaaS AI Visibility Index

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Enterprise pick · Prompt 5 of 8 · July 2026

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

“Which SaaS spend management platform should a large enterprise standardize on, considering security, compliance, and scale?”

ChatGPT answered 3× this snapshot

For a large enterprise, this decision usually comes down to a few top-tier platforms that can handle deep integrations, strict compliance, and global scale. The shortlist most companies seriously evaluate today is: Zylo, Vendr, Torii, and Productiv—with a few others like BetterCloud or Intello (now part of SailPoint) sometimes in the mix depending on priorities. Here’s how they stack up for a large enterprise…

Named across its answers: 1. Zylo2. Productiv3. Torii4. Coupa5. SAP Ariba

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

Zylo dominates this question completely, appearing in all 9 answers with a 1.6 average position and leading 6 times, while Productiv shows up nearly as often but averages position 3.3 and leads only once. The gap between those two and the rest matters because Tropic, despite holding category rank 6, goes unmentioned here, signaling a split between general category standing and enterprise-framed AI recommendations.

AI-generated read of the July 2026 measurements.

Who wins this question

Owned Consensus

All three models name Zylo and Productiv on this question.

ChatGPTClaudeGemini mentioned · first · avg. pos
Zylo 411111212 9/9 · 6× first · #1.6
Productiv 62453321 8/9 · 1× first · #3.3
Torii 733452 6/9 · never first · #4
Vendr 4262 4/9 · never first · #3.5
Zluri 5343 4/9 · never first · #3.8
Coupa 168 3/9 · 1× first · #5
ServiceNow 933 3/9 · never first · #5
Flexera One 41 2/9 · 1× first · #2.5
Flexera 44 2/9 · never first · #4
SAP Ariba 27 2/9 · never first · #4.5
Apptio 2 1/9 · never first · #2
Oracle Fusion Cloud Procurement 3 1/9 · never first · #3

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 20 brands named at least once. Never mentioned here: Tropic, Airbase, Cledara, Azure AD.

Build variants of this question: the SaaS Procurement & Spend prompt tree → ← Previous prompt Next prompt →

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