A manual-first test of your value proposition is called a “Wizard of Oz” test (if the humans are hidden) or a “Concierge” test (if the humans are visible). This can be a highly effective way to connect with your early customers and find out what they want, before you’ve invested heavily in engineering. Airbnb and Aardvark are two famous service-based apps that started as manual-first MVPs.

