IcePanel vs Dusty Robotics

Side-by-side comparison of AI visibility scores, market position, and capabilities

Dusty Robotics leads in AI visibility (45 vs 29)

IcePanel

EmergingInfrastructure

Cloud Services

Vancouver YC W23 software architecture design platform at $440K revenue Sep 2025 with 4 employees; $500K YC convertible note 2023 competing with Miro and Lucidchart for engineering team structured C4 model architecture documentation and collaboration.

AI VisibilityBeta
Overall Score
D29
Category Rank
#24 of 85
AI Consensus
66%
Trend
stable
Per Platform
ChatGPT
34
Perplexity
35
Gemini
36

About

IcePanel is a Vancouver, Canada-based software architecture design and communication platform — backed by Y Combinator (W23) with $500,000 in convertible note funding in January 2023 from Y Combinator — providing software engineering and architecture teams with a SaaS tool for collaboratively designing, documenting, and explaining complex software systems using structured diagram frameworks (C4 model diagrams, architecture decision records, flow diagrams) that make architectural context accessible to all stakeholders — developers, product managers, and non-technical leadership. Founded in 2018 by Victor Leach and reaching $440,000 in revenue as of September 2025 with a 4-person team, IcePanel publishes the annual State of Software Architecture report (released November 2024) as an industry research resource for the software architecture community.

Full profile

Dusty Robotics

EmergingInfrastructure

General

Mountain View construction layout robot (FieldPrinter 2) at 10K-15K sq ft/day, 10x manual speed with 1/16" accuracy; $69.5M total printing 100M+ sq ft for DPR/Turner/Skanska competing with Trimble for BIM-to-field layout automation.

AI VisibilityBeta
Overall Score
C45
Category Rank
#460 of 1167
AI Consensus
87%
Trend
stable
Per Platform
ChatGPT
42
Perplexity
43
Gemini
46

About

Dusty Robotics is a Mountain View, California-based construction robotics company — backed with $69.5 million in total funding from Root Ventures, Scale Venture Partners, Canaan Partners, GRIDS Capital, and Cantos — providing general contractors and construction teams with the FieldPrint Platform: a BIM-to-field robotic layout solution that uses the FieldPrinter robot to print precise floor markings from digital building models, replacing the manual chalk-line and tape-measure layout process that construction crews use to mark where walls, electrical, plumbing, and structural elements will be built. The FieldPrinter 2 (launched January 2024) lays out 10,000-15,000 square feet per day with one operator at 1/16 inch accuracy — approximately 10x faster than manual layout methods — and has printed over 100 million square feet across thousands of projects for customers including DPR, Turner, and Skanska. Named one of Fast Company's Most Innovative Companies of 2024 in the robotics category. Founded in 2018.

Full profile

AI Visibility Head-to-Head

29
Overall Score
45
#24
Category Rank
#460
66
AI Consensus
87
stable
Trend
stable
34
ChatGPT
42
35
Perplexity
43
36
Gemini
46
36
Claude
47
23
Grok
44

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