Quickly prototyping a Career Discovery Tool

Recently, I ‘vibe coded’ a career discovery tool which asks you some questions, suggests some jobs, and tags them based on how likely to be automated in the future. It uses the Perplexity and Lightcast APIs.

You can try the tool for yourself here

The video below gives an overview of how it works and how I created it in Lovable.

This isn’t a production-ready app, but it’s a good example of what’s possible when you’ve got an idea that you want to show someone. For context: It took me less than half an hour to create the above. I think it helps to have been a product manager and worked with developers before, but I wouldn’t say it’s mandatory to successfully use this kind of thing successfully.