AgentShelf vs Outmake
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
AgentShelf compared with Outmake
| Detail | 
AgentShelf | 
Outmake |
|---|
| What it does | AI operations platform for building, deploying, and governing specialized business agents without code
| Run local AI models on your Mac with no account
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| Stage | Not given
| MVP
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| Founded | Not given
| Not given
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| Based in | US
| US
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| Pricing model | Not given
| Not given
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| Pricing | Not given
| Free app. Cloud models (Claude, ChatGPT, Gemini) require your own paid plan with those services.
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| Key features | - No-code agent builder
- Approved context and tools
- Usage and cost governance
- Website, workspace, and API deployment
- Shared workflow library
- AI Front Desk for websites
- Public and private workspace boundaries
| - Run local AI models with no internet required after download
- Model store ranked for your specific Mac's performance
- Chat interface in the macOS notch
- Image and video generation with open models like FLUX and SDXL
- Voice control in 100+ languages with head gestures support
- Cloud model integration with Claude, ChatGPT, and Gemini
- Dictation in any app using speech-to-text
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| What makes it different | - Complete workspace keeps agent instructions, context, tools, and controls together instead of scattered across platforms
- Cost governance before AI spend becomes uncontrolled operating expense
- Reusable agent patterns and workflows avoid rebuilding for every use case
- Separates agent builders from operators so teams can create and control independently
- Non-developers can build and manage agents without technical expertise
| - Models ranked specifically for each Mac's performance and memory
- Native Mac app built in Swift, not Electron
- Completely free with no subscription or tracking
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 17 ▲ +1 (up) since last check | 28 ▲ +1 (up) since last check |
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| Trust Flow (Majestic) | 2 | 8 |
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| Citation Flow (Majestic) | 21 | 21 |
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| Referring domains (Majestic) | 20 | 11 |
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4 details filled in for both companies.
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