Chapter 9 · Product Analyst
9. Communicating insights & driving decisions
~6 min read
A correct analysis that doesn't change a decision was, in business terms, wasted. Your audience is fast-moving PMs and leaders who need the answer, not the journey.
9.1 Lead with the answer (BLUF)#
Bottom Line Up Front. State the finding and recommendation first; offer the supporting analysis if asked. Structure every readout as takeaway → evidence → recommendation.
9.2 Tailor depth to the audience#
| Audience | Wants | Give them |
|---|---|---|
| Leadership | The decision | One line: finding + recommendation + $ impact |
| Product Manager | The why + what next | Key chart, the driving segment, options |
| Eng / Data peers | Method and rigor | Query logic, caveats, assumptions |
9.3 Quantify impact and state caveats#
Translate findings into business terms, revenue, users, time, not just percentages. 'A 2-point conversion lift' lands harder as '~$240K/year.' Volunteering uncertainty builds the trust that makes confident claims believable.
9.4 Storytelling structure#
The structure that consistently lands: situation (what we expected), complication (what actually happened), insight (why), recommendation (what to do). Each chart should make exactly one point, titled with the takeaway itself.
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