Thunderdome B2B SaaS AI Visibility Index

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Brand report · July 2026

Coupa Coupa: AI Visibility Report

coupang.com ↗

When buyers ask ChatGPT, Claude, and Gemini about saas procurement & spend, Coupa ranks #11 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

Shows up in list queries; vanishes when buyers get serious.

Where it wins. Coupa earns a 22% mention rate on broad 'top tools' prompts, which is its clearest foothold in AI-generated responses.

Where it loses. A 5.6% first-pick rate at rank 11 of 15 signals weak conviction from the models, and Coupa is entirely absent when prompts shift to use-case fit, head-to-head picks, or budget conversations, exactly where purchase decisions form.

AI-generated analysis of the July 2026 measurements.

SaaS Procurement & Spend · #11 of 15

12 / 100 first snapshot (July 2026)
22%
mention rate (72 answers)
6
avg. position
6%
first pick
3%
share of voice
First snapshot: July 2026. The trend line appears with the second monthly measurement; no modeled history.
ChatGPT
17
Claude
20
Gemini
0
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
5/9 · #1×3
Enterprise pick
3/9 · #1×1

Gaps Use-case fit · If you could pick one · Budget & alternatives

Most co-mentioned competitors
Vendr
94%
Zylo
94%
Torii
88%
Zip
81%
Ramp
63%
Airbase
63%

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.

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

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