Thunderdome B2B SaaS AI Visibility Index

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Brand report · July 2026

Torii Torii: AI Visibility Report

toriihq.com ↗

When buyers ask ChatGPT, Claude, and Gemini about saas procurement & spend, Torii ranks #3 of 15, a Visibility Score of 59 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 Torii

Consistently present, but rarely the first name said.

Where it wins. Torii shows up in 83% of SaaS procurement conversations, and its use-case fit framing is clearly landing with the models. A top-3 rank out of 15 competitors confirms it has real shelf space in AI recommendations.

Where it loses. A first-pick rate of only 7% means the AIs treat Torii as a credible option rather than the obvious answer. Being co-mentioned alongside Zylo, Vendr, and Productiv suggests it blends into a crowded consideration set rather than standing apart from it.

AI-generated analysis of the July 2026 measurements.

Positioning

How Torii positions itself vs how AI ranks it

The pitch

"The Governance Platform for SaaS and AI"

What AI actually says

Homepage self-messaging · July 2026 ranking · the biggest gaps across the index →

SaaS Procurement & Spend · #3 of 15

59 / 100 first snapshot (July 2026)
83%
mention rate (72 answers)
4
avg. position
7%
first pick
11%
share of voice
First snapshot: July 2026. The trend line appears with the second monthly measurement; no modeled history.
ChatGPT
50
Claude
75
Gemini
53

One of the index's bigger model splits: see where the models disagree →

Prompt themes Torii would want to own

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

Use-case fit
9/9 · #1×1
Feature-led ask
9/9 · #1×1
Startup & small team
8/9 · #1×2
Budget & alternatives
8/9 · #1×1
Most co-mentioned competitors
Zylo
97%
Vendr
83%
Productiv
53%
Zluri
52%
Tropic
43%
BetterCloud
40%

Share of Torii'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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