| What it does | Search, visualize, curate, and label multimodal data for physical AI models
| AI shopping agent testing for Shopify stores
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| Stage | Established
| Startup
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| Founded | 2018
| Not given
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| Based in | US
| Not given
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| Pricing model | Paid
| Freemium
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| Pricing | Not given
| Free test once per month per store; Priority test $5; Full report $99; Monthly monitoring $19/month per store
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| Key features | - Natural language search across datasets
- Synchronized multimodal playback with video, 3D, sensors, and maps
- Automated annotation quality assurance
- VLM-assisted labeling and active learning
- Agentic data work automation
- Model evaluation and failure pattern detection
- Dataset versioning and comparison
- Support for billions of samples
- Role-based access controls and SSO
| - Tests three types of AI shopping agents: code-reading, screen-reading, and protocol agents
- Identifies six critical checkout failure points: Arrive, Find, Choose, Cart, Checkout, Total
- Free monthly test with email confirmation
- $5 priority test for immediate results and retesting
- Video recordings and step-by-step logs of agent attempts
- Reports show ChatGPT, Gemini, Perplexity and Claude agent compatibility
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| What makes it different | - Unified platform keeps data iteration continuous across the entire workflow
- Search and curate across multimodal data types in one place
- Agentic workflows automate repetitive data tasks
- Built on open source FiftyOne toolkit
- Deployed in regulated industries with full compliance and governance controls
| - Only tool that tests all three ways AI agents actually shop: code-based, vision-based, and through Shopify's protocol
- Detects real agent checkout failures that AI-readiness scores miss
- No store access required: tests only public storefront like any customer
- Completely free monthly test with full results
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 70 ● no change since last check | 3 ▲ +3 (up) since last check |
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| Trust Flow (Majestic) | 23 | 0 |
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| Citation Flow (Majestic) | 47 | 12 |
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| Referring domains (Majestic) | 1128 | 1 |
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Voxel51
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