You can upload a PDF as existing information for your BowerKit. This will extract the text from the PDF and be used by AI for tasks like AI Writer, suggestion questions and matching your BowerKit with publications.

You can't upload PDFs as images (duh!) and journalists can not download PDFs.
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​You can find further info on uploading issues here.