Product analytics with queries

SQL practice

SQL practice on HackProduct focuses on business questions: funnels, cohorts, retention, monetization, and operational decisions. Writing syntax is table stakes. The harder skill is translating messy product questions into correct queries and trustworthy conclusions.

Who should practice sql?

Engineers preparing for SQL interviewsPMs who need analytics fluencyData analysts moving into product work
Outcomes

What Hatch trains you to do

These are the capabilities the app grades and coaches while you work through scenarios.

Join product data correctly
Compute retention and cohorts
Diagnose funnel drop-offs
Explain query assumptions
FLOW mapping

How FLOW scores sql

The same four moves apply across every discipline, but the evidence changes by track.

Frame

Frame the business question and define the metric precisely.

List

List tables, join paths, filters, and edge cases.

Optimize

Optimize query shape, assumptions, and result interpretation.

Win

Win by translating output into a decision someone can trust.

Practice formats

Representative prompts

FunnelsCohortsWindow functionsAggregationsExperiment analysis
Find weekly retention by signup cohort.
Identify the funnel step causing checkout conversion to drop.
Calculate top customers by expansion revenue over the last quarter.
FAQ

Questions about sql

Is this an alternative to generic SQL drills?

Yes. HackProduct frames SQL as product analytics: the query must answer a decision, not just pass a toy test.

Do SQL scenarios include schemas?

Practice previews are public; full app drills include schemas, sample data, execution, and feedback.

Turn sql into reps.

Public previews show the map. The app gives you reps, Hatch follow-ups, FLOW feedback, weak-move drills, and saved proof of progress.

Start a free rep