QED Science vs AON
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
QED Science compared with AON
| Detail | 
QED Science | 
AON |
|---|
| What it does | Critical Thinking AI for constructive criticism and science evaluation
| Structured offer network for AI-native commerce connecting AI products with merchant offers and preserving attribution
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| Stage | Not given
| Not given
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| Founded | Not given
| Not given
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| Based in | IL
| Not given
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| Pricing model | Freemium
| Free
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| Pricing | Not given
| Not given
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| Key features | - Core claim extraction and validation
- Grant proposal evaluation
- Personalized research insights feed
- Validity scoring and contradiction resolution
- SOC 2 Type II and ISO 27001 compliance
- Data privacy with no model training on submissions
| - Capture user intent signals
- Match intent to ranked merchant offers
- Native offer rendering
- Qualified outcome tracking
- Multiple presentation surfaces
- TypeScript SDK integration
- REST API for any language
- Real-time performance reporting
- Full design control with custom components
- MCP access for compatible hosts
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| What makes it different | - Only AI platform trained on feedback from thousands of domain experts including Nobel laureates
- User manuscripts never used for model training or fine-tuning
- Provides nature-reviewer-level feedback at scale
- Built by scientists for scientists
| - No injected iframes or third-party scripts
- Minimal integration required
- Intent-matched offers vs fixed ad placements
- Dynamic offer matching for AI workflows
- No minimum traffic requirements
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| Free plan | Not given
| Not given
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| Open source | Not given
| Not given
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| Platforms | Not given
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| Public API | Not given
| Not given
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 35 ▲ +2 (up) since last check | 14 ● no change since last check |
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| Trust Flow (Majestic) | 29 | 7 |
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| Citation Flow (Majestic) | 25 | 29 |
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| Referring domains (Majestic) | 157 | 35 |
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4 details filled in for both companies.
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