Brand report · September 2026

Commerce7: AI Visibility Report

When buyers ask ChatGPT, Claude, and Gemini about winery & brewery management, Commerce7 ranks #4 of 15, a Visibility Score of 32 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 Commerce7

Solid winery software presence, but rarely the one AI crowns.

Where it wins. Commerce7 earns a mention in 39% of winery and brewery software queries, a respectable floor for a niche category with 15 ranked players. Rank 4 shows real recognition among buyers evaluating cellar-to-commerce platforms.

Where it loses. A first-pick rate of only 6% means AI models treat it as a credible option rather than the answer, and it never surfaces when prompts shift to use-case fit, enterprise selection, or budget comparisons, leaving those buyer conversations entirely to Ekos, Vintrace, and InnoVint.

AI-generated analysis of the September 2026 measurements.

Winery & Brewery Management · #4 of 15

32 / 100 first snapshot (September 2026)

39%

mention rate (72 answers)

3

avg. position

6%

first pick

6%

share of voice

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

ChatGPT

34

Claude

10

Gemini

52

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

How the models portray Commerce7

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).

79% 11% 11%

endorsed · 95% band 60–90% listed caveated graded across 28 mentions in Winery & Brewery Management answers

Prompt themes Commerce7 would want to own

Share of each theme's answers that mention Commerce7. Hover a row for the exact prompt. Compare shapes on the head-to-head page.

6/9 · #1×1

6/9 · #1×3

6/9

5/9

If you could pick one

5/9

Use-case fit

0/9

Enterprise pick

0/9

Budget & alternatives

0/9

Gaps Use-case fit · Enterprise pick · Budget & alternatives

Most co-mentioned competitors

Share of Commerce7's mentions where the AI models name this brand in the same answer. That is the real competitive set in the AI channel.

Ekos

89%

68%

64%

64%

29%

Beer30

29%

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

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