ReviewScope

Inspiration

I was inspired by YouTube comment section that organizes and summarizes comments for a large comment section. I wanted to do this for places people visit, so that people could get a quick summary and organized topics about a place. This is a very rough prototype.

What it does

ReviewScope takes a Google Maps link, fetches reviews for that location, and uses AI to cluster them into key topics. It then generates clear, human-readable summaries so users can instantly see what people like (and dislike) about the place.

How we built it

Backend: Node.js, Express AI: Google Gemini 1.5 Flash Maps: Google Places API Frontend: HTML, CSS, JavaScript

Challenges we ran into

I did this alone and ended up vibe-coding most of it.

Accomplishments that we're proud of

I'm proud that I did this in one evening and learned a lot from it.

What we learned

I learned node.js and how to call an API

What's next for ReviewScope

Generate a more detailed summary and add break down reviews by common themes.

Built With

• css
• html
• javascript
• node.js