| What it does | The launch and growth copilot for people who build with AI
| Physics-based AI that optimizes complex industrial systems in real time
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| Stage | MVP
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| Founded | 2026
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| Based in | AU
| US
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| Pricing model | Freemium
| Contact for pricing
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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
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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
| - Physics-native optimization grounded in system physics
- Multi-fidelity data fusion with real-time feeds
- Guard railed autonomy with rigorous framework
- Decision-making under uncertainty with calibrated confidence measures
- Systems of surrogates for industrial-scale complex systems
- Auditable workflows with complete chain of evidence
- Cloud-native with on-premises support
- REST API and OPC UA integration
- SOC 2 Type II certified security
- Deploys in weeks across entire operations
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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
| - Deploys in weeks, not years or months
- Physics-grounded reasoning beyond historical data patterns
- Measurable outcomes from day one with $100M+ proven results
- Uncertainty-aware recommendations operators can trust
- Operates on mission-critical systems trusted by world's largest energy companies
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 10 ● no change since last check | 30 ● no change since last check |
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| Trust Flow (Majestic) | 4 | 18 |
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| Citation Flow (Majestic) | 23 | 30 |
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| Referring domains (Majestic) | 86 | 141 |
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