Brand report · September 2026

farmOS: AI Visibility Report

When buyers ask ChatGPT, Claude, and Gemini about agriculture & farm management, farmOS ranks #11 of 15, a Visibility Score of 8 in Agriculture & Farm 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 farmOS

Buried at #11 in its only arena, farmOS barely registers.

Where it wins. Among startup and small team prompts, farmOS does earn mentions, and its 9.7% mention rate keeps it technically in the conversation across ChatGPT, Claude, and Gemini.

Where it loses. A 5.6% first-pick rate in a 15-player field means buyers rarely land on farmOS as the answer, and the AI models skip it entirely on broad queries like best overall, enterprise picks, and feature-led asks, which are where purchase decisions actually form.

AI-generated analysis of the September 2026 measurements.

Agriculture & Farm Management · #11 of 15

8 / 100 flat vs last month

10%

mention rate (72 answers)

2

avg. position

6%

first pick

2%

share of voice

ChatGPT

14

Claude

0

Gemini

11

How the models portray farmOS

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).

71% 14% 14%

endorsed · 95% band 36–92% listed caveated graded across 7 mentions in Agriculture & Farm Management answers

Prompt themes farmOS would want to own

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

Startup & small team

5/9 · #1×2

If you could pick one

2/9 · #1×2

0/9

0/9

0/9

0/9

0/9

Budget & alternatives

0/9

Gaps Best overall · Use-case fit · Top tools in 2026 · Enterprise pick · Feature-led ask · Budget & alternatives

Most co-mentioned competitors

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

Tend

71%

LiteFarm

43%

CattleMax

29%

QuickBooks

29%

AgriWebb

29%

FarmLogs

29%

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

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