ToolMesh in AI answers

Data as of Sep 26, 2026 · Based on 4,029,442 AI responses across 13,338 prompts · See how Parse measures this

Quilter is a physics-driven AI platform that automates PCB layout and routing within your existing ECAD workflow. It uploads designs, generates hundreds of candidate layouts, and engineers review and iterate to complete them in days rather than weeks. It can be self-hosted, does not train on your data, and provides enterprise-grade security and compliance for regulated industries.

Parse Score

#13 of 68 in Engineering Design and Simulation Tools

The market map · 5 of 68 labelled

Engineering Design and Simulation Tools →

Named in over time

30%20%10%0%

Aug 8Aug 22Sep 12Sep 26

What shifted for ToolMesh

ToolMesh Slipping: MentionsToolMesh's mention rate in Engineering Design and Simulation Tools fell 5.2 points to 15.2%
ToolMesh Gap between platforms: PlatformThe platform gap for ToolMesh in Engineering Design and Simulation Tools narrowed to 13.6 points, Google AI Mode ahead

Latest insights

CompetitionANSYS Fluent is the top alternative to ToolMesh1 questionView competitors
Platform visibilityToolMesh is more visible on Google AI Mode27.3% vs 13.6%

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ToolMeshquilter.ai

Parse Score

#13 of 68 in Engineering Design and Simulation Tools

The market map · 5 of 68 labelled

Engineering Design and Simulation Tools →

ToolMesh Slipping: MentionsToolMesh's mention rate in Engineering Design and Simulation Tools fell 5.2 points to 15.2%
ToolMesh Gap between platforms: PlatformThe platform gap for ToolMesh in Engineering Design and Simulation Tools narrowed to 13.6 points, Google AI Mode ahead

RankingToolMesh left the Engineering Design and Simulation Tools top ten, now #13

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Question	Visibility for this question
We're designing a new circuit board. Is there an AI tool that can suggest optimal component placement and trace routing for signal integrity and thermal performance?	17.2
Which startups provide rapid iteration loops for robotics, medical devices, or aerospace hardware?	2.3
What tools help startups design edge AI hardware for robotics, space, or medical devices?	0.5

ANSYS Fluent is the top alternative to ToolMesh

ANSYS FluentPicked instead1 question
LTspicePicked instead1 question
WokwiRanking↑6 to #15
FalstadRanking↑1 to #10
SU2Ranking#6

ToolMesh is more visible on Google AI Mode

Google AI Mode27.3%
ChatGPT Search13.6%

13.6 points

ToolMesh in AI answers

Named in over time

What shifted for ToolMesh

Latest insights

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