QueryFlo pairs visual explanations of SQL concepts with practice on real business data schemas — plus AI tools that evaluate, explain, and grade your queries as you write them.
In code reviews and technical interviews, you're tested on both: writing a production-grade query and explaining the logic — without AI.
You write SQL — or AI writes it for you — but you can't explain your query when it matters
Generic SQL tutorials use toy datasets with no real business domains
No feedback on whether your query is production-ready or just "correct"
SQL technical interviewers grade how you explain your logic — not just whether the query runs
QueryFlo visually breaks down how SQL concepts work, then gives you real business problems to solve using analytics domain data schemas and feedback that explains your query logic.
Learn and master SQL through visual explanations — build the mental model behind JOINs, WHERE clauses, and GROUP BYs.
Practice SQL across marketing, product, finance, HR, and healthcare using realistic schemas and real business questions.
Get your query evaluated, graded, and explained so you understand what it does, why it works, and where the logic can improve.
Every challenge is modeled on how real companies structure their data — across the domains analysts actually work in. More are being added over time.
Built by a former Google Growth Data Scientist, for people who need to understand and explain the SQL they write.
See exactly what a JOIN, WHERE, or GROUP BY does to your rows before you write a single line.
Apply it immediately to a business problem, not a toy example disconnected from real work.
Understand not just whether your query worked, but why — and what to try differently next time.
"Finally, SQL practice that feels like real work. The cohort analysis challenges are exactly what I got asked at my Meta loop."
"The AI Code Reviewer caught three governance issues in my query I wouldn't have noticed. This is how SQL should be taught."
"HEART framework + AARRR in the same platform as SQL challenges? This is the only prep tool I needed for my Google PM data round."
We're opening a limited number of pilot partnerships with universities, bootcamps, and corporate training teams who want visual, hands-on SQL instruction built into their curriculum.
Tell us enough to plan the first conversation. We usually reply within a few days.
Thanks — we'll follow up within a few days.
Start free. Upgrade when you're ready to go deep.
Start practicing free, or bring QueryFlo to your institution.