| What it does | Connect your ad accounts to Claude or ChatGPT with 600 tools and 214 media-buying playbooks
| Hybrid search, graph indexing, and vector-symbolic memory for AI agents
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| Stage | Not given
| Startup
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| Founded | Not given
| 2026
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| Based in | Not given
| US
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| Pricing model | Freemium
| Open source
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| Pricing | Free: $0/month (1 ad account, 1 seat, 200 tool calls per month, read only). Pro: $29/month (4 ad accounts, 1 seat, unlimited tool calls, reads and writes). Team: $99/month (12 ad accounts, 5 seats, unlimited tool calls, reads and writes). Enterprise: contact for pricing (unlimited ad accounts, 5 sea
| 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 | - 600 implemented tools across 14 advertising platforms
- 214 media-buying playbooks for analysis and optimization
- Preview-before-apply workflow for all campaign changes
- Per-account granular access control
- Support for 14 advertising and analytics platforms
- Natural language queries against advertising accounts
- AES-256-GCM token encryption before storage
- Bulk ad creation with Google Drive and Dropbox imports
- Google Sheets exports with scheduled automatic refresh
| - 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 | - One URL connection with no local installation required
- Natural conversation interface instead of query language
- Automatic safety with preview and confirmation before changes apply
- Works with multiple AI assistants: Claude, ChatGPT, Cursor, Codex
- Media-buying playbooks guide AI through structured analysis workflows
| - 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) | 15 ▲ +1 (up) since last check | 26 ● no change since last check |
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| Trust Flow (Majestic) | 9 | 12 |
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| Citation Flow (Majestic) | 32 | 24 |
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| Referring domains (Majestic) | 45 | 56 |
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