SteamSAIL is a simple web application that performs sentiment analysis on Steam reviews.

Using the AppID of a Steam game it will scrape the most recent reviews before passing to a gpt (gpt-3.5-turbo-0125) to analyse for sentiment and provide a summary.

The app is still very much in development and there will be quirks and issues. If you have any feedback, I'd love to hear it!

Another way to support me is wishlist my current game on Steam


  • Keep track of which games are being searched and display a ranking on the site.
  • Caching of reviews the first time their searched each day to speed up subsequent searches.
  • Crawling Steam discussions to see analyse these.
  • Enable autocomplete for game name search.
  • General front end improvements.

Known Issues:

  • Error messaging not particular useful to end user.
  • Sometimes gpt analysis won't return correctly formatted HTML causing the response not to render correctly.