Brand report · September 2026

Agworld: AI Visibility Report

When buyers ask ChatGPT, Claude, and Gemini about agriculture & farm management, Agworld ranks #5 of 15, a Visibility Score of 25 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 Agworld

One arena, mid-table, and that is the whole story.

Where it wins. Agworld lands in a third of farm management conversations, a 33% mention rate that keeps it inside the consideration set for agriculture buyers. The 'Top tools in 2026' prompt theme is where it earns that presence, suggesting the models see it as a current-but-not-dominant option in field management.

Where it loses. A 4% first-pick rate against four higher-ranked rivals means buyers who ask for a single recommendation almost never hear Agworld's name first. The absence from startup, enterprise, and budget prompt themes hands those buyer segments entirely to Climate FieldView, Granular, and John Deere Operations Center.

AI-generated analysis of the September 2026 measurements.

Agriculture & Farm Management · #5 of 15

25 / 100 flat vs last month

33%

mention rate (72 answers)

3

avg. position

4%

first pick

6%

share of voice

ChatGPT

38

Claude

2

Gemini

36

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

How the models portray Agworld

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).

75% 8% 17%

endorsed · 95% band 55–88% listed caveated graded across 24 mentions in Agriculture & Farm Management answers

Prompt themes Agworld would want to own

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

Top tools in 2026

6/9

Feature-led ask

6/9 · #1×3

Best overall

5/9

If you could pick one

4/9

Use-case fit

3/9

Startup & small team

0/9

Enterprise pick

0/9

Budget & alternatives

0/9

Gaps Startup & small team · Enterprise pick · Budget & alternatives

Most co-mentioned competitors

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

Climate FieldView

79%

Granular

75%

John Deere Operations Center

67%

FarmLogs

46%

Trimble Ag Software

38%

Conservis

33%

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

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