how do you guys separate genuine ecosystem growth from paid marketing hype

every single new project claims they have massive developer adoption and thousands of daily active users, but half the time it's just automated bots farming a potential future airdrop. besides looking at github commits and actual total value locked, what are your green flags that an emerging network is actually being built for the long term?