there's only one groups opinion that matters your potential customers. talk to them and see what they think.
I guess my other option would be to post on forums, but that would risk my idea being spotted by another developer.
Perhaps I could speak to the other startup founders I have met and spoken to in the past? Would the opinion of a startup founder be valid?