This is the most helpful article about OCR & Online Searches I have ever read:
http://news.legacyfamilytree.com/legacy_news/2016/01/why-you-may-need-to-redo-every-online-
search-youve-done.html      Posted by Geoff Rasmussen

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This one image is making me rethink every online search I've ever performed.

In her recent webinar, Read 'Em or Weep: Promise and Pitfalls in Newspaper OCR, Mary Roddy presented a
convincing case of why we need to not just think of and use name variants (nicknames or common
misspellings) in our searching, but to also carefully study the letter combinations and perform alternate searches ...

It is worth your time to study this one carefully!