IcePanel vs Extend

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

Extend leads in AI visibility (87 vs 32)
IcePanel logo

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 collaborat...

AI VisibilityBeta
Overall Score
D32
Category Rank
#69 of 85
AI Consensus
45%
Trend
up
Per Platform
ChatGPT
25
Perplexity
28
Gemini
41

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
Extend logo

Extend

LeaderInfrastructure

Cloud Services

San Francisco AI document processing using LLMs for enterprise data extraction from invoices, contracts, and forms; $17M Innovation Endeavors and YC-backed at multi-million ARR serving Brex and Square cash-flow positive.

AI VisibilityBeta
Overall Score
A87
Category Rank
#1 of 85
AI Consensus
59%
Trend
stable
Per Platform
ChatGPT
96
Perplexity
82
Gemini
94

About

Extend is a San Francisco-based AI document processing platform using large language models to provide accurate data extraction and document understanding for enterprise workflows — turning unstructured documents (invoices, contracts, medical records, financial statements, onboarding forms) into structured data at the accuracy and cost level that manual processing and traditional OCR cannot match at scale. Backed with $17 million raised in combined seed and Series A funding led by Innovation Endeavors with Y Combinator, Homebrew, and angel investors including Adobe's CSO and Vercel's CEO, Extend reached multi-million dollar ARR and cash-flow positive status serving customers including Brex, Square, Checkr, and multiple Fortune 500 companies.

Full profile

AI Visibility Head-to-Head

32
Overall Score
87
#69
Category Rank
#1
45
AI Consensus
59
up
Trend
stable
25
ChatGPT
96
28
Perplexity
82
41
Gemini
94
24
Claude
81
43
Grok
90

Key Details

Category
Cloud Services
Cloud Services
Tier
Emerging
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Shared
Cloud Services

Integrations

Only Extend

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