| What it does | Amazon data and action layer for any AI
| Hybrid search, graph indexing, and vector-symbolic memory for AI agents
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| Stage | Startup
| Startup
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| Founded | 2025
| 2026
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| Based in | US
| US
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| Pricing model | Free trial
| Open source
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| Pricing | $97 per month after a 14-day free trial. Includes 2,000 AI tokens per month (4,000 for the first 3 months), 10,000,000 data rows, one seat, unlimited Seller Central, Vendor Central and Amazon Ads connections, MCP, REST API, BigQuery access, and write-back Actions. Add-ons: +$49 per 10M data rows, +$
| Open source under Apache-2.0 license. WARM Cloud is in development with usage-based pricing for sync, backup and verification; details to be published at launch.
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| Key features | - MCP and REST API access to 130+ Amazon tables
- Connect to any AI including Claude, ChatGPT, Gemini, Cursor
- Write-back Actions to update listings, prices, bids and orders
- BigQuery integration for custom queries and BI tools
- Unified data from Seller Central, Vendor Central and Amazon Ads
- About two years of historical data backfilled
- Amazon-approved for buyer PII handling
| - Hybrid search combining BM25 lexical and vector scoring
- Vertex graph vector index with 2.29-2.75x throughput vs hnswlib
- Vector-symbolic fact memory with holographic reduced representations
- AES-256-GCM encryption at rest with Argon2id key derivation
- Signed audit log with Ed25519 and W3C DID identity
- Secure purge that overwrites deleted data with zeros
- Crash-safe append-only log with checksumming
- Native Rust API with Python HTTP client and Node.js bindings
- MCP server integration for editors and AI agents
- WARM Cloud sync, backup and verification without server access to keys or documents
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| What makes it different | - Single normalized schema joining Seller, Vendor and Ads data
- Retains data history longer than Amazon's API windows
- Lower AI token consumption than Amazon's own MCP
- Writes off by default with optional dry-run preview
- No per-account billing for unlimited Seller, Vendor and Ads connections
| - Runs entirely locally in your process with no network calls or telemetry
- Encryption at rest built into the open-source engine itself, not an enterprise add-on
- Significantly faster vector search than hnswlib with graph-indexed vertex retrieval
- Signed provenance and verified audit trail using C2PA, COSE and SCITT standards
- Embedded library model eliminates dependency on external services or vendor lock-in
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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
| 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) | 23 ▲ +1 (up) since last check | 26 ● no change since last check |
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| Trust Flow (Majestic) | 16 | 12 |
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| Citation Flow (Majestic) | 38 | 24 |
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| Referring domains (Majestic) | 124 | 56 |
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