Helium Scraper

I tried running it through this beautifier (being sure to redo the kinds) with no luck: https://github.com/einars/js-beautify/b ... fy-html.js

I can't link the actual page but here's a sample you can test with http://helium.staticloud.com/

I'm trying to scrape a page that has terrible markup. For instance, none of the P tags are closed. How could I deal this this?