Finding a word in a long PDF should be instant — unless the page is a scan. Here's how full-text search works in AshurReader, and what to do when a PDF won't search.
Fast full-text search
Search matches your term anywhere in the document and jumps straight to each result, highlighted on the page. If a PDF won't search at all, it's usually a scan — run OCR first to make it searchable.