We built an algorithm that balances the excitement of "New" with the credibility of "Best". No pay-to-win. Just pure merit.
On most platforms, established giants dominate the front page forever. New products with 0 votes get buried on page 10, never getting a chance to prove themselves.
We fixed that. Our system gives every new launch a temporary "Golden Ticket" to the top.
New products get a massive algorithmic boost for the first 24 hours.
After the boost, only products that earn genuine engagement stay at the top.
We don't hide our logic. Here is exactly how your ranking score is calculated.
Based on the Reddit Hot algorithm. It heavily favors recency. A product launched now is worth significantly more than one from yesterday, unless the older one has massive engagement.
Based on the Wilson Score Interval. This measures the quality of votes. It ensures that a product with 100 upvotes and 0 downvotes ranks higher than one with 500 upvotes and 400 downvotes.
This ensures that viral junk doesn't stay at the top, and hidden gems don't get lost in the noise. It is the perfect balance for a healthy ecosystem.
Launch your product today and get your fair shot at the top of the leaderboard.
