Neo's testing mechanism innovatively introduces gamification design: users unlock new skill trees (e.g., gaining access to experimental APIs) by completing specific tasks (e.g., submitting 5 bug reports). The system intelligently assigns test modules based on device configuration and usage scenarios to ensure that each functional package can be verified by multi-dimensional real scenarios. Feedback data is corroborated by blockchain timestamps, and users with the top 10% of contribution will be granted lifetime premium membership. This mechanism enables Neo's iteration speed to reach 2-3 candidate versions per week, far surpassing competing products. Official data shows that the average retention rate of test users reaches 73%, and the in-depth feedback received for a single feature is 4 times higher than the traditional Beta program.
This answer comes from the articleNorton Neo: The Smart and Secure AI BrowserThe
