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If you find a product similar to what you're building, will you continue building it?
Let's say the competing product has been around for over 5 years with hundreds of thousands of users and raised over $100m. Its idea and features are pretty similar to what you are trying to build. It's depressing but at least it shows this idea is somehow validated...