AgentShelf vs Metaforms
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 Metaforms
| Detail | 
AgentShelf | 
Metaforms |
|---|
| What it does | AI operations platform for building, deploying, and governing specialized business agents without code
| AI infrastructure for research delivery teams
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| Stage | Not given
| Not given
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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
| Contact for pricing
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| Pricing | Not given
| Pay for projects, not seats or tokens. Fixed price for projects and modules included in annual package.
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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
| - Survey programming with AI agents
- Works with Decipher, Dimensions, Qualtrics, and Confirmit
- Tracker version management and revision control
- Reviewable and approvable outputs
- 24/7 customer support with 30 minute response time
- Slack and Microsoft Teams integration
- SOC 2 Type II and ISO/IEC 27001 certified
- HIPAA and GDPR compliant
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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
| - Agents generate code while teams maintain full control through reviewable outputs
- Fixes bottlenecks methodically rather than requiring wholesale workflow changes
- Fixed project-based pricing with no seat or token fees
- Works within existing survey platforms without disrupting current workflows
- Data never trains or improves AI models
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 17 ▲ +1 (up) since last check | 36 ▲ +1 (up) since last check |
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| Trust Flow (Majestic) | 2 | 8 |
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| Citation Flow (Majestic) | 21 | 32 |
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| Referring domains (Majestic) | 20 | 328 |
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4 details filled in for both companies.
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