Data as of Aug 25, 2026 · Based on 1,381 AI responses · See how Parse measures this
Precision Agriculture Technology Systems
Parse
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has become the most-cited brand by AI assistants for precision agriculture technology, rising from #4 to the top spot between October 2025 and March 2026. This shift reflects a broader trend where specialized irrigation and sensor technology providers like and are increasingly favored over general industrial automation companies.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | Frequently recommended for its Valley Scheduling software and large-scale pivot systems. | 32% | |
| 2 | Cited for its soil sensor integration and data-driven irrigation management platform. | 19% | |
| 3 | 14% | ||
| 4 | A common recommendation for VRT controllers and tractor GPS guidance systems. | 14% | |
| 5 | A top choice for drip and micro-irrigation, especially in vineyard contexts. | 12% | |
| 6 | 11% | ||
| 7 | A consistent choice for tractor GPS systems to reduce field overlap. | 11% | |
| 8 | 11% | ||
| 9 | 10% | ||
| 10 | 10% | ||
| 11 | 9% | ||
| 12 | 9% | ||
| 13 | Often cited for large-scale CEA management as an industrial automation solution. | 8% | |
| 14 | 8% | ||
| 15 | 8% | ||
| 16 | 8% | ||
| 17 | 7% | ||
| 18 | 6% | ||
| 19 | 6% | ||
| 20 | 6% | ||
| 21 | 6% | ||
| 22 | 5% | ||
| 23 | 5% | ||
| 24 | 5% | ||
| 25 | 5% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
youtube.com is the page AI reaches for most here, cited in 28% of analyzed answers.
Rose dramatically from rank #46 in October 2025 to #6 by March 2026.
Emerged as a new entrant and surged to the #2 rank by March 2026.
Dropped from #3 in overall mentions in October 2025 to #8 by March 2026.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 24% | 20% | ||
| 10% | 23% | ||
| 20% | 0% | ||
| 18% | 0% | ||
| 0% | 14% |
The two models disagree most about Netafim (ChatGPT #4, Google #24).
Valley Irrigation has become the most-cited brand by AI assistants for precision agriculture technology, rising from #4 to the top spot between October 2025 and March 2026. This shift reflects a broader trend where specialized irrigation and sensor technology providers like Netafim and CropX are increasingly favored over general industrial automation companies.
Across 1,381 AI responses, Valley Irrigation is mentioned most, named in 32% of them, followed by CropX (19%) and Lindsay Corporation (14%).
Parse measures each brand's mention rate — the share of answers naming it — across 1,381 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
Valley Irrigation was the dominant recommendation through 2025, primarily for its Valley Scheduling software. Starting in early 2026,
CropX emerged as a strong alternative, becoming the top-cited brand in March by emphasizing its soil-sensor integration and AI-driven platform.
Brands mentioned
Valley Irrigation was the dominant recommendation through 2025, primarily for its Valley Scheduling software. Starting in early 2026,
CropX emerged as a strong alternative, becoming the top-cited brand in March by emphasizing its soil-sensor integration and AI-driven platform.
AI responses consistently recommend Lindsay and Valley Irrigation for center-pivot VRI systems. For drip-based applications,
is a frequent suggestion. Brands like and are mentioned more broadly for their VRT controllers and integrated precision agriculture platforms.
Brands mentioned
LindsayAI responses consistently recommend Lindsay and Valley Irrigation for center-pivot VRI systems. For drip-based applications,
Netafim is a frequent suggestion. Brands like
Trimble and
John Deere are mentioned more broadly for their VRT controllers and integrated precision agriculture platforms.
The market map
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