| What it does | AI-native forward deployed engineering software for enterprise customer deployments
| Amazon marketplace data for AI agents
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| Stage | Startup
| MVP
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| Founded | 2025
| Not given
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| Based in | Not given
| HK
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| Pricing model | Freemium
| Free
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| Pricing | Free during launch for all plans. Developer: $0/month (1 customer, 2 environments). Startup: $249/month or $2,988/year (10 customers, 25 environments). Growth: $849/month or $10,188/year (75 customers, 150 environments). Enterprise: Custom pricing. If using Meetext's AI model, charged on usage at ap
| Free plan with 20,000 credits per month during beta. No credit card required.
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| Key features | - Supports 14 enterprise destinations including Slack, Teams, ChatGPT, Claude, Salesforce, ServiceNow, HubSpot, Notion, Linear, Atlassian, Asana, Google Chat, Cursor and VS Code
- Personal data masking and usage budgets with kill switch
- Health checks, incident response and three-layer monitoring
- Customer-written acceptance criteria that rerun on each publish
- Hosted MCP endpoints and customer installation portals
- Cross-customer gap detection and pull request generation
- Permission-aware AI agent that requests confirmation before acting
| - Category insight and market trends
- ASIN and product performance data
- Keyword demand and competition metrics
- Ranking and traffic analysis
- Price segment analysis
- MCP connection to AI assistants
- Multi-marketplace support
- 44 data tools
- Credits-based billing system
- Historical trend comparison
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| What makes it different | - Automates the repeatable deployment work that scales linearly with customer count, avoiding the need to hire more forward deployed engineers
- Priced per customer environment rather than by API traffic or usage volume
- Verifies changes only when customer-written acceptance criteria pass, not just when code is deployed
- Includes AI agent for common operational tasks but all changes require human confirmation
| - Real Amazon data instead of estimates
- Directly integrated with AI assistants via MCP
- Covers 100 million products across multiple marketplaces
- Built by former Amazon sellers and data engineers
- Free beta with no credit card required
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 7 ▲ +4 (up) since last check | Not checked yet ● no change since last check |
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| Trust Flow (Majestic) | 1 | 0 |
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| Citation Flow (Majestic) | 20 | 21 |
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| Referring domains (Majestic) | 7 | 3 |
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Meetext
Datrace