Clef vs Firsthand
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Clef compared with Firsthand
| Detail | 
Clef | 
Firsthand |
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| What it does | AI image sorter that categorizes photos automatically
| AI-powered Brand Agents built for marketers and publishers to engage consumers with their knowledge, everywhere.
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| Stage | Not given
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| Founded | Not given
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| Based in | Not given
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| Pricing model | Freemium
| Contact for pricing
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| Pricing | 3 free runs (no sign-up required), then $9 for 20 runs that work in the image sorter, playground, and image checker
| Not given
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| Key features | - Custom category definition with 2-8 categories per sort
- Processes up to 100 images per batch
- Confidence threshold adjustment for auto-sort
- Probability score for each categorization
- Manual review workflow for uncertain images
- ZIP export with organized folders and CSV report
- Clef-Flash, Clef-omni, and Clef model support
- No sign-up required for free trial
- Input data never stored
- Real-time example gallery with actual AI results
| - Shorten the path from interest to action
- Know your customers through rich transcripts
- AI-first data rights management with Lakebed™
- Brand safety controls at every stage
- Deep analysis of user actions performed on the website
- Operates wherever your customers are
- Real-time adaptive brand experiences
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| What makes it different | - Reviews only uncertain images, not every result
- Works on any categories you define yourself
- Provides probability scores with every categorization
- Real example results showing actual AI output
| - Industry's first Brand Agent Platform for marketers and publishers
- Full control over brand voice, knowledge, and data while using AI
- Real-time consumer insights through Brand Agent interactions
- Secure data collaboration with Lakebed data rights management
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | Not checked yet ● no change since last check | 34 ● no change since last check |
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| Trust Flow (Majestic) | 1 | 10 |
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| Citation Flow (Majestic) | 19 | 32 |
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| Referring domains (Majestic) | 2 | 190 |
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4 details filled in for both companies.
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