Data as of Oct 18, 2026Based on 199 AI responses
Reviewed by Dimitry Apollonsky
Rank and Mentioned in · since Jul 5
| # | Brand | Recommended for | Mentioned in |
|---|---|---|---|
| 1 | drip irrigation, subsurface systems, and digital controls for vineyards | drip irrigation, subsurface systems, and digital controls for vineyards | 31% |
| 2 | soil-moisture sensor networks paired with agronomic management software | soil-moisture sensor networks paired with agronomic management software | 26% |
| 3 | automated precision irrigation and variable-rate smart valves for vineyards | automated precision irrigation and variable-rate smart valves for vineyards | 18% |
| 4 | climate and environmental control software for commercial greenhouses | climate and environmental control software for commercial greenhouses | 18% |
| 5 | cloud-based DropControl systems for remote vineyard valve management | cloud-based DropControl systems for remote vineyard valve management | 17% |
| 6 | smart valves with built-in flow monitoring for vineyards | smart valves with built-in flow monitoring for vineyards | 16% |
| 7 | center pivot systems with variable rate technology capabilities | center pivot systems with variable rate technology capabilities | 15% |
| 8 | factory-integrated tractor GPS guidance systems to eliminate field overlap | factory-integrated tractor GPS guidance systems to eliminate field overlap | 14% |
| 9 | FieldNET precision irrigation scheduling and pivot control systems | FieldNET precision irrigation scheduling and pivot control systems | 12% |
| 10 | controlled environment agriculture management and greenhouse computer vision software | controlled environment agriculture management and greenhouse computer vision software | 12% |
| 11 | 11% | ||
| 12 | 11% | ||
| 13 | 11% | ||
| 14 | 11% | ||
| 15 | 10% |
What’s changing · since July
Since July, CropXrising has become a regular answer for precision vineyard irrigation. John Deererising and FieldBeerising have also become regular answers for tractor GPS guidance.
Weeks of Sep 21 – Oct 5, 2026
Widest split: CropX, 31% on ChatGPT Search and 21% on Google AI Mode.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| Netafim | 33% | 28% | |
| CropX | 31% | 21% | |
| Verdi | 17% | 19% | |
| Priva | 21% | 14% | |
| WiseConn | 21% | 12% | |
| Lumo | 12% | 19% | |
| Valley Irrigation | Outside ChatGPT Search's top 25 | 22% | |
| John Deere | 23% | Outside Google AI Mode's top 25 | |
| Lindsay Corporation | 8% | 16% | |
| iUNU | 15% | 8% |
45% of citations point at the ranked brands’ own sites. youtube.com, sciencedirect.com, extension.umn.edu are the most-cited sites outside the ranked brands’ own domains.
Market map
Mentioned in · since Jul 5
Leading brands by topic
What are the best options for precision water management systems specifically for vineyards to maximize efficiency and crop quality?
My goal is to apply water and fertilizer more efficiently. What's the best precision irrigation and variable rate technology (VRT) system?
I want to build a better irrigation plan. What is the best irrigation scheduling and management software?
We are looking for a management system for our large-scale indoor or vertical farming operation. Which controlled environment agriculture software do you recommend?