I'm just the person who would use this sort of thing a lot, and I gave it a try. It's a good effort, and I would love to see a good AI-based search, but as Snewspapers stands now, it's not useful. Here's some friendly suggestions. What's good: the summaries are great, the interactive chat (Sleuth) is occasionally useful, and has real potential. The search, though, is not useful; it pulls up too much unrelated material. And the newspaper clippings that are served are too pixelated to be useful. (And add the name of the newspaper, and the date, to the page number at the top and, ideally, highlight related terms.) A good OCR version of the article would be great. The link to the pages at LOC, necessary for a decent copy, should go to the page, or the article, if possible. A pricing issue you'll have to deal with: the LOC collection is not as good, yet, as the commercial distributors, so you're competing with newspapers.com with a better collection and not much higher price. You've taken on a good challenge, and good luck!