| What it does | Turn your idea into a real product
| Testing and improvement for GenAI systems, before deployment and in production
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| Stage | Startup
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| Founded | 2026
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| Based in | AU
| US
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| Pricing model | Not given
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| Pricing | Free: First two workshops (Idea Summary and Business Plan) with no card required. Paid: $9 USD per month for all features including brand, positioning, product design, website, and future workshops. Cancel anytime.
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| Key features | - Idea validation against real market data with sources
- Business plan development
- Brand and positioning workshop
- Product design guidance
- Website and landing page creation
- Ads and customer acquisition setup
- Step-by-step workflow
- Browser and mobile app access
- Mailing list setup
- Idea generation tool for those without an idea
| - Automated evaluations with off-the-shelf benchmarks and LLM as Judges
- Product strategy and cross-department PM modules
- Automated alerts for deviations in product behavior
- LLM as Users for simulating diverse user personas
- AI portfolio governance and oversight
- User feedback automation and expert annotation
- Metrics comparison with historical data and leaderboards
- Customizable metrics for different knowledge levels and evolving needs
- Integration with existing workflows for cross-departmental teams
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| What makes it different | - Structured order: test idea first, then build foundations, then find customers—not the opposite
- Built for part-time founders with full-time jobs
- Idea validation with real sourced evidence instead of assumptions
- Everything in one place from validation to first customers
| - Measures real-world impact to prove business and user value before deployment
- Metrics become shared language across product, engineering and risk teams
- Reduces reliance on data scientists by automating AI product management
- Makes impact of AI predictable through testing and forecasting
- Ensures AI aligns with actual user needs through feedback and explainability
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 12 ▼ −1 (down) since last check | 39 ● no change since last check |
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| Trust Flow (Majestic) | 6 | 7 |
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| Citation Flow (Majestic) | 30 | 23 |
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| Referring domains (Majestic) | 82 | 84 |
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Draper
Impact AI