Internet Pipes
Note from Steph
Navigation Station
Preparation Station
Generation Station
Validation Station
Evaluation Station
Differentiation Station
Visualization Station
Recommendation Station
Bonuses
Disclaimers
Before we jump in, a few quick disclaimers:
• Many of the tools shared provide estimates, but should not be followed as
truth. When possible, it’s best to go with first-party data, which Steph has done
her best to try pointing out. For example: for search data, Google (first party) >
SimilarWeb (has first party access to some websites) > third party estimate (has
no first party data). Even when there is first-party data, that doesn’t guarantee
that pursuing a certain idea is good or that a business will be successful.
• Many numbers shared here were pulled at a moment in time and will likely
have changed by the time you’ve seen them. Links to the original data sources
have been included where possible.
• Since this project is a bit of a “choose your own adventure,” a few tools or
ideas may show up more than once. Good for muscle memory, anyway!
• This content is not affiliated with my full-time role at a16z and is produced in
my individual capacity.
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