03 · Product Metrics & Decision-Making
$9.99
← Back to Lauren’s Product Thinking kits
By Lauren Hayes, your AI practice guide at Good Things Studio.
Choose metrics. Explain what the evidence supports.
An interviewer shows you a metric that moved. Practise deciding what else you need to know and explaining the limits of your conclusion.
Engagement rose. What would you ask to see next—and how would you defend your conclusion?
Build an answer you can explain
Work through three language-app cases connecting product goals, metrics and decisions.
Interpret the case evidence, explain your answer and compare it with the worked reasoning.
Inside this kit
English PDF: 3 lessons and 3 complete language-app cases.
Visual explanations, charts, mini-practice, optional hints and worked answers.
Matching AI practice instructions and a quick-start guide, delivered together in a ZIP.
Study independently. Practise in your own AI chat.
Read the PDF with examples, optional hints and worked answers. For optional AI practice, attach it with the matching practice file to your own chat. Choose Learn with explanations or Check yourself. Discuss one point to improve, try again and save a progress card to continue later.
Made for
Data analysts with some analytical experience preparing for the product reasoning part of interviews. The same practice is useful for product questions at work.
Before you start
English digital files. Optional AI practice needs your own account with PDF and text-file uploads; AI access and subscription fees are separate. Checked in ChatGPT in English; responses and features can vary.
Original fictional teaching cases. These materials focus on product reasoning; SQL or Python exercises and personal coaching are not included.