Data as of Aug 25, 2026 · Based on 621 AI responses · See how Parse measures this
Locus Robotics now leads AI-generated recommendations for warehouse robotics, reflecting a significant market-wide shift. Between November 2025 and March 2026, AI responses increasingly favored autonomous mobile robot (AMR) hardware providers over the warehouse management software (WMS) that previously dominated results.
Warehouse Robotics & Optimization Software
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| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | Top recommendation for optimizing warehouse foot traffic with its Pulse software. | 29% | |
| 2 | Its AI-based optimization is noted for reducing picker travel time. | 28% | |
| 3 | Frequently suggested for its pick-and-pack route optimization for foot traffic. | 25% | |
| 4 | Early WMS leader, now often cited for seamless | 24% | |
| 5 | 15% | ||
| 6 | Prominently mentioned for its WES, picker robots, and warehouse route optimization. | 14% | |
| 7 | 9% | ||
| 8 | 7% | ||
| 9 | 7% | ||
| 10 | 7% | ||
| 11 | 6% | ||
| 12 | 6% | ||
| 13 | 6% | ||
| 14 | 6% | ||
| 15 | 5% | ||
| 16 | 5% | ||
| 17 | 5% | ||
| 18 | 5% | ||
| 19 | 5% | ||
| 20 | 4% | ||
| 21 | 4% | ||
| 22 | 4% | ||
| 23 | 4% | ||
| 24 | 4% | ||
| 25 | 3% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
logiwa.com is the page AI reaches for most here, cited in 53% of analyzed answers.
slipped from rank #1 in Nov 2025 to #3 in Mar 2026.
“A WMS with a pre-integration for Locus Robotics.” → “A cloud-native, AI-driven WMS designed for robotics and high-volume fulfillment.”
rose from rank #15 in Nov 2025 to #1 by Mar 2026.
climbed from rank #22 to #6 between Nov 2025 and Mar 2026.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 36% | 30% | ||
| 27% | 33% | ||
| 33% | 0% | ||
| 0% | 23% | ||
| 18% | 23% |
The two models disagree most about Blue Yonder (ChatGPT #4, Google #23).
Locus Robotics now leads AI-generated recommendations for warehouse robotics, reflecting a significant market-wide shift. Between November 2025 and March 2026, AI responses increasingly favored autonomous mobile robot (AMR) hardware providers over the warehouse management software (WMS) that previously dominated results.
Across 621 AI responses, Optioryx is mentioned most, named in 29% of them, followed by Lucasware (28%) and Route4Me (25%).
Parse measures each brand's mention rate — the share of answers naming it — across 621 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.
Early responses mentioned a mix of WCS and WES solutions from brands like BoxLogix and inVia Robotics. Since January 2026, responses have focused more on specific, named platforms, with
Swisslog's SynQ system and Matthews Automation's NEXUS WES becoming the most consistently cited solutions.
Brands mentioned
Which warehouse control systems optimize the routing of autonomous mobile robots?
Early responses mentioned a mix of WCS and WES solutions from brands like BoxLogix and inVia Robotics. Since January 2026, responses have focused more on specific, named platforms, with
Swisslog's SynQ system and Matthews Automation's NEXUS WES becoming the most consistently cited solutions.
While Blue Yonder was an early recommendation,
Logiwa quickly became the dominant answer across platforms starting in December 2025. AI models consistently highlight 's cloud-native architecture and ready-to-use integrations with leading AMR providers like .
Brands mentioned
While Blue Yonder was an early recommendation,
Logiwa quickly became the dominant answer across platforms starting in December 2025. AI models consistently highlight
Logiwa's cloud-native architecture and ready-to-use integrations with leading AMR providers like
Locus Robotics.