LEARN THE LOGIC. EXPLAIN THE QUERY.

Learn SQL visually.
Practice with real data.

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.

250
SQL challenges
5
analytics domains
8
AI tools
3
difficulty levels
query.sql
SELECT region, SUM(revenue)
FROM sales
GROUP BY region
ORDER BY 2 DESC;
regionrevenue
West$0K
East$0K
Central$0K
THE PROBLEM

Anyone can write SQL now. Few can explain it.

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

LEARN IT. SEE IT. PRACTICE IT.

See how SQL works. Then practice it on real data.

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.

See the logic, not just the syntax

Learn and master SQL through visual explanations — build the mental model behind JOINs, WHERE clauses, and GROUP BYs.

Cost per lead by channel20 XP
Cohort retention, month 330 XP
Churned users, last 90d20 XP

Practice on real business data

Practice SQL across marketing, product, finance, HR, and healthcare using realistic schemas and real business questions.

Clean, well-structured query
Explains the GROUP BY logic
Suggests an index next time

Feedback that teaches, not just grades

Get your query evaluated, graded, and explained so you understand what it does, why it works, and where the logic can improve.

ANALYTICS DOMAINS

Real schemas. Real business problems.

Every challenge is modeled on how real companies structure their data — across the domains analysts actually work in. More are being added over time.

Growth
SaaS
Marketing
Product
Finance
+ more coming
Every domain covers Beginner through FAANG-level Advanced difficulty.
Beginner — SELECT, WHERE, GROUP BY
Intermediate — CTEs, subqueries, joins
Advanced — window functions, cohorts
BUILT FROM REAL ANALYTICS EXPERIENCE

Built by a former Google Growth Data Scientist, for people who need to understand and explain the SQL they write.

HOW IT WORKS

Three steps, every concept.

01

Watch the concept animate

See exactly what a JOIN, WHERE, or GROUP BY does to your rows before you write a single line.

02

Practice on a real dataset

Apply it immediately to a business problem, not a toy example disconnected from real work.

03

Get instant, explained feedback

Understand not just whether your query worked, but why — and what to try differently next time.

WHAT ANALYSTS SAY

Built for business analytics

★★★★★

"Finally, SQL practice that feels like real work. The cohort analysis challenges are exactly what I got asked at my Meta loop."

Data Analyst, Meta
★★★★★

"The AI Code Reviewer caught three governance issues in my query I wouldn't have noticed. This is how SQL should be taught."

Growth Analyst, Stripe
★★★★★

"HEART framework + AARRR in the same platform as SQL challenges? This is the only prep tool I needed for my Google PM data round."

Product Manager, Google
FOR UNIVERSITIES & TRAINING TEAMS

Give every student a way to see SQL — not just read about it.

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.

Assign challenges by course module, in the order your syllabus already runs
Track cohort progress and common mistakes from one dashboard
Bring your own datasets so students practice on material relevant to your program
Get a dedicated point of contact for onboarding and support
PILOT PROGRAM · FALL COHORT
Seats per pilot cohortUp to 150
Onboarding time< 2 weeks
Custom dataset supportIncluded
Instructor dashboardIncluded
PRICING

Simple, transparent pricing

Start free. Upgrade when you're ready to go deep.

Monthly Annual Save 17%
Free
$0
No credit card required. Start practicing immediately.
Get started free
202 free lessons All 56 Beginner + 146 Intermediate lessons
25 free practice challenges 5 per domain across Finance, Growth, Marketing, Product, SaaS
  • 10 free AI credits
  • Daily SQL Task
  • Interactive SQL editor
  • Growth Analytics Guide
  • Limited shareable badges
  • Progress & streak tracking
  • Advanced lesson practice
  • Full 250-challenge library
  • Unlimited AI access
  • Mock interview
Teams
Custom
For data teams, bootcamps, and enterprises.
Contact sales
  • Everything in Pro
  • Team admin dashboard
  • Bulk seat management
  • Group progress analytics
  • Custom challenge sets
  • Private domain schemas
  • SSO / SAML support
  • Dedicated Slack channel
  • Onboarding & training session
  • Invoice billing
  • SLA & security review

SQL made easy — because you can see it.

Start practicing free, or bring QueryFlo to your institution.