Product analytics: from metrics to decisions
August 7, 20267 mins read
SABAH.studioTeams will read funnels, cohorts and A/B tests against their own product data.
We Do Not Start With Metrics
The programme opens with one rule: the decision first, the metric second. In the first session teams write down the three decisions they have to make next quarter, and only then choose the figures that would settle them.
Funnel, Cohort, Test
- Funnel: where a user stops, and how many come back.
- Cohort: how January's users differ from March's.
- A/B test: what tells you the difference is not chance.
“Every chart should lead to a decision. If it does not, it is not a report — it is decoration.”
- Kamran Ahmadov, Head of Analytics, SABAH.studio
What to Bring
- Three months of data from your own product.
- At least two people from the team — one who decides, one who reads the data.
- One question you do not know the answer to.
3Working sessions
1Dataset, your team's own
- Education
- Product
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