No matter what phase of growth you’re in, data is essential to scale. Take it from Sheila Lirio Marcelo, the founder and former CEO of Care.com, the two-sided marketplace connecting working families with care providers. Marcelo scaled her business past the competition by getting the right data at the right time. Marketplaces are tricky flywheels to get started, and Marcelo used data to help her determine which markets Care.com should pursue first — and when to wait. "Something I coach a lot of entrepreneurs: You can have a great vision and idea, but start with a lot of data and testing,” says Marcelo.

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