Accuracy
We track every score we publish. After three months of outcome data, we publish our first accuracy report here.
Total products scored
0
How we score
- Scrape Product Hunt, Hacker News, and GitHub trending.
- Classify the product and analyze its technical complexity.
- Assess market timing, competition density, and distribution channels.
- Estimate revenue across conservative / moderate / optimistic scenarios.
- Compose a final 0-100 Builder Score with a clear verdict.
How we measure ourselves
- Outcome tracking: we re-check every scored product after 3 months.
- Score-band accuracy: % of "Skip" that died, % of "Strong Opportunity" that grew.
- User feedback calibration: when users disagree, we look at why and adjust.
First accuracy report
Coming after our first 3 months of outcome data. We'll publish what we got right, what we got wrong, and what we changed.