Data as of Oct 18, 2026Based on 469 AI responses
Reviewed by Dimitry Apollonsky
Rank and Mentioned in · since Jul 5
| # | Brand | Recommended for | Mentioned in |
|---|---|---|---|
| 1 | broad manufacturing assembly lines, power transmission networks, and industrial metaverse setups | broad manufacturing assembly lines, power transmission networks, and industrial metaverse setups | 30% |
| 2 | immersive industrial metaverse environments and physics-based AI agent simulations | immersive industrial metaverse environments and physics-based AI agent simulations | 19% |
| 3 | multi-method agent-based modeling and supply chain AI simulation | multi-method agent-based modeling and supply chain AI simulation | 18% |
| 4 | end-to-end product lifecycle management and virtual factory design | end-to-end product lifecycle management and virtual factory design | 17% |
| 5 | high-fidelity chemical plant design and refinery process simulation | high-fidelity chemical plant design and refinery process simulation | 17% |
| 6 | overlaying building management telemetry onto 3D building information models | overlaying building management telemetry onto 3D building information models | 16% |
| 7 | real-time plant optimization, operational data historians, and multi-facility twins | real-time plant optimization, operational data historians, and multi-facility twins | 15% |
| 8 | detailed assembly process planning, ergonomic analysis, and virtual manufacturing | detailed assembly process planning, ergonomic analysis, and virtual manufacturing | 13% |
| 9 | rigorous process modeling and scenario testing for hydrocarbon facilities | rigorous process modeling and scenario testing for hydrocarbon facilities | 13% |
| 10 | 12% | ||
| 11 | 12% | ||
| 12 | 12% | ||
| 13 | complex thermodynamic property estimation and rigorous chemical plant design | complex thermodynamic property estimation and rigorous chemical plant design | 11% |
| 14 | 11% | ||
| 15 | 11% |
What’s changing · since July
Since July, Siemensrising and Aspentechrising have gained ground across industrial categories, while NVIDIA Omniversefalling has become less visible overall. ETAPrising has become a common answer for power grid infrastructure, and CreateASoft has dropped out of prominent mentions for supply chains.
Week of Sep 21–27
Widest split: Dassault Systèmes 3DEXPERIENCE, 10% on ChatGPT Search and 16% on Google AI Mode.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| Siemens | 32% | 29% | |
| NVIDIA Omniverse | 17% | 21% | |
| AnyLogic | 20% | 16% | |
| Dassault Systèmes | 15% | 19% | |
| Aspentech | 17% | 16% | |
| Autodesk Tandem | 17% | 16% | |
| AVEVA | 15% | 15% | |
| Dassault Systèmes 3DEXPERIENCE | 10% | 16% | |
| Aspen HYSYS | 14% | 11% | |
| Siemens Xcelerator | 11% | 12% |
47% of citations point at the ranked brands’ own sites. youtube.com, linkedin.com, sciencedirect.com are the most-cited sites outside the ranked brands’ own domains.
Market map
Mentioned in · since Jul 5
Leading brands by topic
Can you recommend digital twin tools capable of modeling petroleum refining operations so we can test process changes and workflow optimizations?
We are developing a digital twin of our factory. Who specializes in industrial metaverse implementation?
We need to build a digital twin for our transmission and distribution infrastructure. Which platforms are recommended for power grid modeling?
How can I use simulation modeling to improve the throughput of my manufacturing line?
How can I use simulation modeling to make my manufacturing line more efficient and increase output?
How can I use simulation modeling to improve the efficiency of a manufacturing line?
Can you suggest top-rated digital twin and process simulation tools tailored for mining operations?
What are the leading software options for mining digital twins and process simulation?
I need to find companies that provide AI simulation tools for building a supply chain digital twin.