The story with PDF is similar to HTML in that the search engines can handle the text well in PDF documents - but images contained within the documents are largely invisible. It is also important that PDF documents are created from a text system rather than a graphical software package which means, effectively that the whole document becomes an image.
It should be noted, however, that PDF documents are not particularly user-friendly and generally do not rank as well as HTML.
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