
Lean Analytics: Use Data to Build a Better Startup Faster (Lean (O'Reilly))

Lean Startup, Eric Ries talks about three engines that drive the growth of a startup. Each
Alistair Croll • Lean Analytics: Use Data to Build a Better Startup Faster (Lean (O'Reilly))
We should be data-informed, not data-driven. Mostly,
Alistair Croll • Lean Analytics: Use Data to Build a Better Startup Faster (Lean (O'Reilly))
ask for a $100 pre-order payment. You’ll likely get a resounding “no.”
Alistair Croll • Lean Analytics: Use Data to Build a Better Startup Faster (Lean (O'Reilly))
But if your thresholds are too sensitive, they get “whiny” — and you’ll start to ignore them.
Alistair Croll • Lean Analytics: Use Data to Build a Better Startup Faster (Lean (O'Reilly))
Exploratory metrics are speculative and try to find unknown insights to give you the upper hand, while reporting metrics keep you abreast of normal, managerial, day-to-day operations.
Alistair Croll • Lean Analytics: Use Data to Build a Better Startup Faster (Lean (O'Reilly))
Your goal is to identify a need you can solve in a way people will pay money for at scale.
Alistair Croll • Lean Analytics: Use Data to Build a Better Startup Faster (Lean (O'Reilly))
McClure categorizes the metrics a startup needs to watch into acquisition, activation, retention, revenue, and referral — AARRR.[
Alistair Croll • Lean Analytics: Use Data to Build a Better Startup Faster (Lean (O'Reilly))
In Backupify’s case, the ratio of CLV to CAC is 5–6x, meaning that for every dollar the company invests in finding a customer, it makes back $5 to $6. This is excellent, and it’s partly due to its low churn.
Alistair Croll • Lean Analytics: Use Data to Build a Better Startup Faster (Lean (O'Reilly))
Don’t sell what you can make; make what you can sell. And that means figuring out what people want to buy.