Thunderdome B2B SaaS AI Visibility Index

← Agriculture & Farm Management ranking

Brand report · September 2026

Granular Granular: AI Visibility Report

granular.ag ↗

When buyers ask ChatGPT, Claude, and Gemini about agriculture & farm management, Granular ranks #3 of 15, a Visibility Score of 43 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 Granular

Third in its only race, and that race is everything.

Where it wins. Granular earns a 55.6% mention rate in Agriculture & Farm Management, meaning AI models surface it in more than half of relevant buying conversations. That reach puts it ahead of most of the 15 players in this field.

Where it loses. With an 11.1% first-pick rate, buyers hear Granular's name but the models hand the top recommendation to someone else the vast majority of the time. Its absence from Enterprise pick prompts also signals the AIs do not frame it as the choice for large-scale operations, which is where the highest-value deals tend to concentrate.

AI-generated analysis of the September 2026 measurements.

Agriculture & Farm Management · #3 of 15

43 / 100 flat vs last month
56%
mention rate (72 answers)
3
avg. position
11%
first pick
9%
share of voice
39.2Aug 2026Aug 2026: 39.242.8Sep 2026Sep 2026: 42.8
ChatGPT
45
Claude
49
Gemini
35

How the models portray Granular

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).

48% 35% 18%
endorsed · 95% band 33–63% listed caveated graded across 40 mentions in Agriculture & Farm Management answers
Prompt themes Granular would want to own

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

Best overall
9/9 · #1×2
Feature-led ask
7/9 · #1×3
Use-case fit
6/9 · #1×2
If you could pick one
5/9 · #1×1

Gaps Enterprise pick

Most co-mentioned competitors

Share of Granular'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
85%
John Deere Operations Center
78%
FarmLogs
53%
Agworld
45%
Conservis
45%
Trimble Ag Software
43%

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

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