LWP::Simple just grabs whatever it gets from its HTTP request of the address you give it; ie, raw HTML.

HTML::Strip will strip away the HTML and leave you with fairly plain old text. But it has its limitations, and by default introduces a fair amount of whitespace into the resulting output.