I got tired of spending hours digging through Reddit threads and YouTube comments when trying to figure out if a product was worth buying. So I built a thing.
It's basically an AI-powered scraper that pulls reviews from Reddit and YouTube, then structures all that messy data into something actually useful - pros, cons, sentiment analysis, and an overall "should you buy this?" recommendation. Built it with FastAPI, Next.js and PostgreSQL, all wrapped up in Docker.
Looking back, I probably should've just made it a simple CLI tool instead of a whole web app. Would've saved me a lot of time...
Still rough around the edges, but the core works. Code’s on GitHub if you want to tinker
It's basically an AI-powered scraper that pulls reviews from Reddit and YouTube, then structures all that messy data into something actually useful - pros, cons, sentiment analysis, and an overall "should you buy this?" recommendation. Built it with FastAPI, Next.js and PostgreSQL, all wrapped up in Docker.
Looking back, I probably should've just made it a simple CLI tool instead of a whole web app. Would've saved me a lot of time...
Still rough around the edges, but the core works. Code’s on GitHub if you want to tinker