How I built on top of the AI-generated base:
Bubble AI generated the core dashboard structure and data architecture. From there, I manually engineered the video upload and playback system per project, built privacy-filtered data workflows so each user only sees their own data, added platform-specific earnings tracking with status badges, and designed a clean dark UI with collapsible video players. The AI gave me the skeleton, I built the muscles.
This is the Bubble AI-generated base after my initial prompt 'Build a freelance analytics dashboard app called "GigPulse" where
freelancers can track their gigs, proposals sent, earnings per platform,
client response rates, and monthly revenue goals. Include a community
benchmarking section where users can see anonymized stats from other
freelancers in their niche. Add user authentication, a personal stats
dashboard with charts, a goal-setting tracker, and a community feed
where freelancers share weekly wins.'
Everything you see in the final build beyond this point was manually engineered.