~/talk

How Do You Get More of Product Insight

Talkat ProductCon Online November 2020 · on Thursday, 2020-11-05· [data-engineering]
links:none on file
slides:none on file

Argues that insights — not raw numbers — drive product decisions and lays out specific practices and tools: use auto-capture analytics (Heap) to have retroactive, complete data; write and test hypotheses with a problem brief / design brief / after action report workflow; clean data with a data dictionary and deliver metrics cross-team (Salesforce connector). Gives examples: product-page changes lift purchases ~6%, and a user value metric built from 80 inputs guides retention work.

AI-written summary · about

  1. 0:00Introduction and welcome
  2. 1:13Data alone doesn’t build products
  3. 3:00What defines a true insight
  4. 6:49Why more insights matter
  5. 7:11Hypotheses and testing with data
  6. 9:40Problem and design briefs
  7. 11:21After action reports
  8. 11:41Having data at hand
  9. 14:55Complete and trustworthy data
  10. 15:15Lending Club’s error insight
  11. 17:20Organize data to spark insights
  12. 18:45Data dictionary and transparency
  13. 19:25Deliver data to drive action
  14. 20:49Conductor’s user value metric
  15. 21:57Summary and key strategies
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