What should entrepreneurs consider before building an on-demand ride booking platform?

I’ve been researching on-demand ride booking platforms similar to how Uber works, and I’m curious about real-world experiences from founders and operators here.

From what I understand, the challenge isn’t just about launching an app - it’s about:

  • Managing driver onboarding and verification

  • Handling real-time matching between users and drivers

  • Ensuring smooth pricing logic during peak hours

  • Maintaining app performance when demand increases

  • Following local transport and compliance regulations

Many discussions focus only on the app idea, but the backend workflow, admin controls, and long-term scalability seem to matter more than people expect.

For those who’ve already explored or built similar on-demand platforms:

  • What features turned out to be critical after launch?

  • Any lessons learned about user adoption or driver retention?

  • Would you recommend starting a niche (city-specific or service-specific) instead of going big?

Looking forward to insights from people who’ve actually been through this process.