Secure Android browser The desktop versions of Firefox and Chrome use Google’s Safe Browsing service to warn the users about known bad websites. 

Looking at a Samsung handset running Android v5 I noticed that neither the built in browser nor Chrome has this feature. I then downloaded Firefox for Android and CM Browser (due to it's rating) and they don't have it either. In CM's case it has an option under Security but a url that fails on the desktop, it happily loads.

Is there a browser that uses this? Or should I look to some AV/Security product to get this protection?

EDIT:
With Firefox on the desktop, the blacklist is updated every 30mins. It has been hours since I tried both Chrome and Firefox on Android and neither is reporting the same URL as bad. Could be they are using a different list?
Chrome for Android definitely does (http://www.theverge.com/2015/12/7/9865928/google-chrome-safe-browsing-android-malware). The safe browsing feature isn't yet supported by Android WebView so any WebView-based browser (e.g. CM browser, Ghostery, or Lighting Browser) lacks it.

Firefox on Android should support safe browsing as well, as per their blog posts: https://blog.mozilla.org/futurereleases/2012/11/26/firefox-for-android-beta-improves-phishing-and-malware-protection/ and http://www.morbo.org/2012/10/phishing-protection-on-mobile.html. Not sure why doesn't it work for you.