Thunderdome B2B SaaS AI Visibility Index

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Brand report · September 2026

Coupa Coupa: AI Visibility Report

coupang.com ↗

When buyers ask ChatGPT, Claude, and Gemini about saas procurement & spend, Coupa ranks #9 of 15, a Visibility Score of 12 in SaaS Procurement & Spend .

These rankings are measured from what the three models know from training, not a live web search. The live-web grounded surface is rolling out across the index. Methodology.

How AI sees Coupa

Ninth in its only race, Coupa barely holds a seat.

Where it wins. Coupa gets named in 22% of procurement and spend conversations, which at least keeps it in contention among 15 competitors. Its strongest foothold is the 'Best overall' prompt theme, where generalist framing works in its favor.

Where it loses. A 5.6% first-pick rate means the AI models treat it as filler rather than a frontrunner in its own category. Buyers asking about startups, budgets, or specific features never hear Coupa's name, which signals the models have essentially pre-filtered it out of half the decision contexts that matter.

AI-generated analysis of the September 2026 measurements.

SaaS Procurement & Spend · #9 of 15

12 / 100 ▼ 5 vs last month
22%
mention rate (72 answers)
6
avg. position
6%
first pick
3%
share of voice
12.1Jul 2026Jul 2026: 12.116.7Aug 2026Aug 2026: 16.711.9Sep 2026Sep 2026: 11.9
ChatGPT
20
Claude
15
Gemini
0

How the models portray Coupa

Being named is not the same as being recommended. Each mention is graded endorsed (a strong pick), listed (a neutral option), or caveated (named with a reservation).

44% 38% 19%
endorsed · 95% band 23–67% listed caveated graded across 16 mentions in SaaS Procurement & Spend answers
Prompt themes Coupa would want to own

Share of each theme's answers that mention Coupa. Hover a row for the exact prompt. Compare shapes on the head-to-head page.

Best overall
6/9 · #1×4

Gaps Startup & small team · Feature-led ask · If you could pick one · Budget & alternatives

Most co-mentioned competitors

Share of Coupa's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.

Zip
94%
Vendr
88%
Airbase
75%
Torii
75%
Zylo
69%
Ramp
63%

Scores are measured from real AI answers, refreshed monthly. Methodology.

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