Brand report · September 2026

OrchestratedBEER: AI Visibility Report

When buyers ask ChatGPT, Claude, and Gemini about winery & brewery management, OrchestratedBEER ranks #7 of 15, a Visibility Score of 20 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 OrchestratedBEER

One category, one race, mid-pack and fading.

Where it wins. A 26% mention rate keeps OrchestratedBEER in the conversation for Winery and Brewery Management buyers, and use-case fit is the one prompt theme where the AI models actually connect it to a need.

Where it loses. A 10% first-pick rate at rank 7 of 15 means buyers hear the name but the models are already leaning toward someone else by the time a recommendation lands, and zero presence in enterprise, startup, or best-overall prompts cuts off most of the high-intent traffic in the only category it competes in.

AI-generated analysis of the September 2026 measurements.

Winery & Brewery Management · #7 of 15

20 / 100 first snapshot (September 2026)

26%

mention rate (72 answers)

4

avg. position

10%

first pick

4%

share of voice

First snapshot: September 2026. The trend line appears with the second monthly measurement; no modeled history.

ChatGPT

24

Claude

35

Gemini

0

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

How the models portray OrchestratedBEER

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).

63% 26% 11%

endorsed · 95% band 41–81% listed caveated graded across 19 mentions in Winery & Brewery Management answers

Prompt themes OrchestratedBEER would want to own

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

Use-case fit

6/9 · #1×4

Top tools in 2026

6/9

Budget & alternatives

5/9 · #1×3

If you could pick one

2/9

0/9

0/9

0/9

0/9

Gaps Best overall · Startup & small team · Enterprise pick · Feature-led ask

Most co-mentioned competitors

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

Ekos

100%

Beer30

74%

Brew Commander

42%

Arryved

37%

WineDirect

37%

Square

32%

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

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