| What it does | The launch and growth copilot for people who build with AI
| AI operational intelligence for agents and AI products
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| Stage | MVP
| Startup
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| Founded | 2026
| 2024
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| Based in | AU
| US
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| Pricing model | Freemium
| Free trial
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| Pricing | Free: $3 of included agent usage each week, $5 one-time credit, 1 app, deep audits up to 10 pages. Launch: $29/month with 3-day free trial, $15 weekly agent usage, $14.50 monthly credit, up to 3 apps, deep audits up to 25 pages. Scale: $99/month with 3-day free trial, $45 weekly agent usage, $49.50
| Not given
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| Key features | - 52 deterministic checks scored 0-100
- Real browser audit with JavaScript error detection
- Launch-readiness score across 11 categories
- Automated GitHub pull requests for fixes
- Directory submissions with live form assist
- Whole-site crawl for broken links and dead assets
- MCP server integration for Claude Code and Cursor
- AI-search visibility monitoring
- Multi-app portfolio management
| - Agent trace debugging with step-by-step timeline view
- LLM judge evaluations on production traces with templates
- Token spend tracking by model, agent, tool and user
- AI Assistant for natural language questions over data
- Dashboard templates for traces, analytics and spend
- OpenTelemetry native ingestion
- Correlation of traces, events and user sessions
- Silent regression detection with daily quality comparisons
- Cost leak identification from failing tools and retries
- User journey analysis joining traces with funnels and events
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| What makes it different | - Works with any app builder regardless of how it was built
- Deterministic, repeatable checks that return the same verdict every time
- Curated directory list of 20 directories that send real traffic
- Quality gate prevents submitting unfinished apps
- All fixes require your review before merging
| - Catches AI failures that don't throw errors, like silent regressions and cost leaks
- One platform connecting traces, evals, spend and product analytics for comprehensive understanding
- AI Assistant to ask questions in plain English instead of writing queries
- Compare changes against production evidence rather than demos
- Integrations with major AI frameworks without code changes to production tools
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 10 ● no change since last check | 18 ● no change since last check |
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| Trust Flow (Majestic) | 4 | 0 |
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| Citation Flow (Majestic) | 23 | 15 |
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| Referring domains (Majestic) | 86 | 6 |
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