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You'll probably need a different domain name if you want to rank for the name of your product.

Google has little reason to change anything - chances are most people who type in 'birthde' are looking for 'birthday'.

Cant google be smart about it? Like now google knows Birthde.com is a Brand/Product name. So cant it stop auto correcting.

I have worked a lot on this domain for SEO.Different Domain doesnt seem like an option

You don't have a good ranking even for terms that don't autocorrect. "birthde app", and "birthde site" don't give good results. It is just difficult to remember and hard to find when you forget the name, which people will do for such a periodic thing as birthdays.

"birthde app" and "birthde site" are still autocorrecting to "birthday app" and "birthday site"

Don't worry. Really. Google IS that smart to understand and learn a new word. It worked several times before not just for you or me. Think in any domain that's just an invented word and you'll see that Google learnt their name. It happened to me, too: I've registered "angrybirders.com" and in the beginning, Google said "Did you mean 'Angry Birds'... At the end, if you perform a search, you'll see that the domain was correctly detected and no" Did you mean?" appears on the page.

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