Open links with an app

I have a Samsung S3, Android version 4.1.2 and using Firefox 25. When I was using the default Internet app, every time I clicked on a youtube or play store link, it would ask me what program I would like to open it with. But when I do the same in Firefox, it goes to the mobile site automatically. Can I change this?

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