You might try posting here to get more results:
/forum.furninfo.com/Forums/Furniture%20World%20Consumer%20Message%20Board/3

Here is a link that might be useful: furniture find forum

thanks for the link but it looks like there are almost zero replies in that forum for over a month

You can tell that Furniture sales is on the rise, as many retailers visit this forum to find customers/sales, as many posts are about someone trying to find a matching or specific type of furniture. So now its not as popular as before, thus not many replies.
It will tough to find this chair style, finish and fabric to match without more info.

Looks like a Largo or Universal.
http://www.largofurniture.com/
http://www.universalfurniture.com/

Ask a Mom & Pop store near you if you can look at their catalogs.