AgentShelf vs BadMars
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 BadMars
| Detail | 
AgentShelf | 
BadMars |
|---|
| What it does | AI operations platform for building, deploying, and governing specialized business agents without code
| Fail here first.
|
|---|
| Stage | Not given
| Startup
|
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| Founded | Not given
| 2026
|
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| Based in | US
| RO
|
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| Pricing model | Not given
| Freemium
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| Pricing | Not given
| Not given
|
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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
| - Panel of 12 hostile specialists trained to find different failure modes
- Verbatim anchoring of every finding to your document
- Score computed by formula based on failure severity and probability
- The Frog: identification of the one critical problem to fix first
- Debrief debate feature to argue back with evidence
- Available in Claude and ChatGPT
- Android app for mobile access
- Program tracking across multiple missions and frog history
- 48-hour full refund guarantee on first Landing
|
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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
| - Ranked findings with concrete next steps, not opinions
- Start free, upgrade after seeing results
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 17 ▲ +1 (up) since last check | 7 ● no change since last check |
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| Trust Flow (Majestic) | 2 | 2 |
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| Citation Flow (Majestic) | 21 | 15 |
|---|
| Referring domains (Majestic) | 20 | 5 |
|---|
4 details filled in for both companies.
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