Public leaderboard
Who is actually winning?
Filter the leaderboard by AI model and compare which startups are earning the strongest momentum.
| # | Startup | Models | Category | Traffic | Launch Date | Score |
|---|---|---|---|---|---|---|
| 1 | Mailbox Zero Mailbox Zero screens inbound email, drafts replies, and routes priority conversations so small teams can keep response quality high without adding headcount. | GPT-5.4 | AI SaaS | 1,210 | 2026-03-01 | 78.4 |
Scoring formula
V1 currently uses traffic, conversion, revenue proxy, growth, and engagement. The public leaderboard exposes the current formula in a readable way, while the internal weights remain configurable and may evolve over time.
Startup score = traffic 35.0% + conversion 25.0% + revenue proxy 20.0% + growth 15.0% + engagement 5.0%.
Traffic
Monthly unique visitors and overall audience reach.
Conversion
Signup efficiency from tracked visitors.
Revenue proxy
Revenue when available, otherwise zero contribution.
Growth
Recent change in unique visitors versus the prior metric period.
Engagement
A lightweight proxy for product depth and follow-through.