Data as of Aug 25, 2026 · Based on 1,311 AI responses · See how Parse measures this
Manufacturing Engineering Software and Workstations
Parse
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SOLIDWORKS holds the highest mention rate among manufacturing engineering software platforms, anchoring a landscape where NX and also command significant visibility. These three brands define a contested top tier for professional design and programming tools.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | 55% | ||
| 2 | 48% | ||
| 3 | 22% | ||
| 4 | 17% | ||
| 5 | 15% | ||
| 6 | 14% | ||
| 7 | 13% | ||
| 8 | 12% | ||
| 9 | 12% | ||
| 10 | 11% | ||
| 11 | 11% | ||
| 12 | 10% | ||
| 13 | 10% | ||
| 14 | 10% | ||
| 15 | 9% | ||
| 16 | 9% | ||
| 17 | 9% | ||
| 18 | 8% | ||
| 19 | 8% | ||
| 20 | 7% | ||
| 21 | 7% | ||
| 22 | 7% | ||
| 23 | 7% | ||
| 24 | 5% | ||
| 25 | 5% |
Who wins on each AI
ChatGPT favors vertical-specific suites like Dassault Systèmes 3DEXPERIENCE, while Google AI Overviews tends to group CAD and MES functionality into broader hardware-integrated solutions.
Sources AI cited
youtube.com is the page AI reaches for most here, cited in 37% of analyzed answers.
Rose from #143 to #9 in this ranking since late 2025.
Mention rate declined from 48% to 33% between Nov and Aug.
“Niche enterprise planning” → “Premier end-to-end integration”
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 27% | 39% | ||
| 24% | 24% | ||
| 24% | 24% | ||
| 22% | 16% | ||
| 14% | 19% |
The two models disagree most about DELMIAWorks (ChatGPT #24, Google #6) and Autodesk Inventor (ChatGPT #22, Google #5).
SOLIDWORKS holds the highest mention rate among manufacturing engineering software platforms, anchoring a landscape where Siemens NX and Mastercam also command significant visibility. These three brands define a contested top tier for professional design and programming tools.
Across 1,311 AI responses, Dassault Systèmes is mentioned most, named in 55% of them, followed by Autodesk (48%) and Mastercam (22%).
Parse measures each brand's mention rate — the share of answers naming it — across 1,311 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.
AI responses consistently prioritize the Dassault Systèmes ecosystem, with DELMIA and 3DEXPERIENCE cited for native integration. Coverage shifted from general ERP-MES suggestions in late 2025 toward specific authoring tools by mid-2026.
Brands mentioned
AI responses consistently prioritize the Dassault Systèmes ecosystem, with DELMIA and 3DEXPERIENCE cited for native integration. Coverage shifted from general ERP-MES suggestions in late 2025 toward specific authoring tools by mid-2026.
Mastercam and
dominate, with favored for professional job shops and Fusion for flexibility and integration. Discussion evolved from simple lists to nuanced comparisons based on machine type and job complexity.
Brands mentioned
What is the best CAD/CAM software for a CNC machinist to use for programming toolpaths?
Mastercam and
Autodesk Fusion 360 dominate, with
Mastercam favored for professional job shops and Fusion for flexibility and integration. Discussion evolved from simple lists to nuanced comparisons based on machine type and job complexity.
The market map
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