Thunderdome B2B SaaS AI Visibility Index

← Winery & Brewery Management ranking

Brand report · September 2026

vinSUITE vinSUITE: AI Visibility Report

vinsuite.com ↗

When buyers ask ChatGPT, Claude, and Gemini about winery & brewery management, vinSUITE ranks #12 of 15, a Visibility Score of 7 in Winery & Brewery Management .

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 vinSUITE

vinSUITE plays one field and ranks near the bottom of it.

Where it wins. It does earn a mention in Winery and Brewery Management conversations, appearing in 8.3% of relevant prompts, which at least confirms the models know it exists in its only category.

Where it loses. At rank 12 of 15 with a 2.8% first-pick rate, vinSUITE is crowded out by Ekos, WineDirect, and Commerce7 before buyers reach a decision, and the models skip it entirely on use-case, enterprise, and budget prompts where purchases actually get made.

AI-generated analysis of the September 2026 measurements.

Winery & Brewery Management · #12 of 15

7 / 100 first snapshot (September 2026)
8%
mention rate (72 answers)
2
avg. position
3%
first pick
1%
share of voice
First snapshot: September 2026. The trend line appears with the second monthly measurement; no modeled history.
ChatGPT
19
Claude
3
Gemini
0

How the models portray vinSUITE

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).

67% 17% 17%
endorsed · 95% band 30–90% listed caveated graded across 6 mentions in Winery & Brewery Management answers
Prompt themes vinSUITE would want to own

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

Startup & small team
1/9 · #1×1
Feature-led ask
1/9 · #1×1

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

Most co-mentioned competitors

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

Ekos
83%
WineDirect
83%
Commerce7
67%
InnoVint
67%
Process2Wine
67%
Beer30
50%

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

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