September 2026 snapshot · 72 AI answers Leader emerging

Agriculture & Farm Management: AI Visibility Ranking

Farm management software for growers covering field mapping, crop planning, inputs, and record keeping. Right now, Climate FieldView is the brand AI assistants recommend most, with a Visibility Score of 59 and the #1 spot in 25% of answers. Head-to-head: Climate FieldView vs John Deere Operations Center →

These rankings are measured from what the three models know from training, not a live web search. When the models DO search the web, see which sources they cite. Methodology.

Three models, three different farm management winners.

ChatGPT leans toward John Deere and Granular while largely ignoring Climate FieldView, where Claude gives it a 72 score and Gemini gives it 65, making FieldView's category-leading position almost entirely a two-model story. Trimble shows an even stranger split: ChatGPT scores it 47 while Claude gives it just 20 and Gemini 12, meaning a brand that looks mid-tier overall is nearly invisible to two of the three models buyers might use. No single brand has a consensus recommendation across all three AI systems, so which tool a buyer consults materially changes what software they hear about first.

AI-generated analysis of the September 2026 measurements.

#	Brand	Visibility Score	Trend (2 mo)	Mention rate	Avg. position	#1 pick rate	Models
1	Climate FieldView	59 ±3.3	flat	65%	2.0	25%	ChatGPT #4 Claude #1 Gemini #1
2	John Deere Operations Center	49 ±4.6	flat	57%	2.4	22%	ChatGPT #2 Claude #3 Gemini #2
3	Granular	43 ±6	flat	56%	3.3	11%	ChatGPT #3 Claude #2 Gemini #4
4	Trimble Ag Software	26 ±4.7	flat	32%	2.8	7%	ChatGPT #1 Claude #6 Gemini #9
5	Agworld	25 ±5.4	flat	33%	3.4	4%	ChatGPT #5 Claude #10 Gemini #3
6	FarmLogs	23 ±5.7	flat	38%	4.9	0%	ChatGPT #12 Claude #4 Gemini #5
7	Conservis	18 ±5	flat	32%	5.3	0%	ChatGPT #13 Claude #5 Gemini #6
8	Tend	14 ±4.1	flat	19%	4.0	1%	ChatGPT #6 Claude #9 Gemini #7
9	AgriWebb	12 ±5.6	flat	22%	5.9	1%	ChatGPT #10 Claude #7 Gemini #13
10	Farmbrite	11 ±3.8	▼ 6	17%	4.4	6%	ChatGPT #11 Claude #8 Gemini #11
11	farmOS	8 ±3.5	flat	10%	2.4	6%	ChatGPT #7 Claude Gemini #10
12	Traction Ag	6 ±3.8	flat	11%	5.5	1%	ChatGPT #8 Claude #11 Gemini #14
13	Trimble Agriculture	5 ±3.1	▼ 5	7%	4.2	0%	ChatGPT #14 Claude Gemini #12
14	LiteFarm	4 ±1.5	flat	6%	3.3	1%	ChatGPT Claude Gemini #8
15	Ag Leader AgFiniti	4 ±3.1	flat	8%	6.2	0%	ChatGPT #9 Claude Gemini #15

The ± under each score is the reliability band: how much the number would move if we re-ran the identical measurement. It is tight because each prompt is sampled multiple times. It is not the same as how much the ranking depends on which prompts we ask — a separate, wider figure shown on hover.

Just below the cutoff: AWS (4), QuickBooks (3.8), Trimble Ag (3.5), Croptracker (3.3), Google Sheets (3.2). 100 brands were scored in this category; the leaderboard shows the top 15.

Visibility Score: position-weighted presence across all measured answers, 0 to 100. A score of 100 means the brand was the first recommendation in every answer. Every point in a trend line is a live monthly measurement; there is no modeled or backfilled history. Full methodology.

Openness 41/100: the share of this category's recommendation weight not held by the leader.

Compare brands in Agriculture & Farm Management head-to-head → · Explore the prompt tree →

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Do the models agree?

Per-model Visibility Scores for the top 10. A long gray bar means the three assistants disagree about the brand. Hover a row for exact values.

ChatGPT Claude Gemini

Where they land in the answer

When a brand is mentioned, where does it appear? Box shows the middle 50% of positions, the thick line is the median, whiskers are the extremes. Hover a row for the detail.