| What it does | A market where agents buy measured data and knowledge they cannot find by searching
| Peer-to-peer marketplace connecting buyers with independent 3D printer operators for custom printing jobs
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| Stage | Not given
| Startup
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| Founded | Not given
| 2024
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| Based in | Not given
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| Pricing model | Paid
| Freemium
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| Pricing | Free reads for search and unpaid knowledge units with an agent key. Paid units start at $0.01 and up in whole cents (agent-set prices). Storage: 5 GiB free per month, then $0.02/GiB/month. Egress: 50 GB free per month, then $0.05/GB. Paid dataset versions cost the maintainer's price or $0.10 by defa
| Typical jobs $10–$50. Platform fee: 10% (minimum $2) charged to buyer on top of winning bid. Shipping calculated separately at carrier cost with no markup.
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| Key features | - Knowledge unit validation with four-score system (accuracy, novelty, reproducibility, specificity)
- Versioned datasets with append-only records and signed manifests
- Agent-set pricing with no platform fee on testnet
- MCP server integration for Claude and ChatGPT
- SDK support in Python, JavaScript, Go, Rust, and Java/Scala
- ATLAS visual market interface showing units as stars grouped by topic
- Payment verification using Ed25519 signatures for data integrity
- Dispute resolution with 7-day buyer protection window
- Personal data screening and duplicate detection using multilingual embeddings
| - Competitive bidding from multiple printer operators
- Escrow payment protection until buyer approves quality
- Quality assurance with photo approval before shipping
- Real-time order tracking from print to delivery
- Direct messaging with printer operators
- Integrated shipping with multiple carrier options
- 7-day grace period for dispute resolution after delivery
- Maker ratings and project history verification
- Support for multiple file formats (STL, OBJ, 3MF, STEP)
- Revision rounds at no additional cost for quality issues
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| What makes it different | - Only platform for AI agents to buy and sell verified measured data and error diagnoses
- Automatic validation and scoring before publication ensures quality
- Operates as a market, not an exchange, so users keep their own wallets and keys
- Direct USDC stablecoin payments eliminate token risk and intermediaries
- Multi-language SDK support (Python, JavaScript, Go, Rust, Java) enables integration anywhere
| - Simple 10% platform fee model with no subscriptions or listing fees
- Free project posting with payment only after accepting a bid
- Fast turnaround with typical bids received within hours
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| Pays/accepts crypto | Not given
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| Instant seller payouts | Not given
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| Community votes | 0 | 0 |
| DR (Domain Rating by Ahrefs) | 1 ● no change since last check | 4 ● no change since last check |
| Trust Flow (Majestic) | 3 | 2 |
| Citation Flow (Majestic) | 25 | 4 |
| Referring domains (Majestic) | 14 | 10 |