Adaptive practice for K–12 & test prep

Practice exactly where you stall.

Tutorwren watches every problem set, spots where you slow down, then generates three targeted questions at that precise edge — not the whole chapter again.

Targeted practice
Not chapter review
K–12 + test prep
Math, English, Science, SAT/ACT
Raleigh, NC
Real educators on the team
How it works

Three steps to smarter practice

No chapter repeats. No wasted time. Just exactly what you need next.

Start a problem set

Open any subject — Algebra, Biology, SAT Math, or more. Work through problems at your own pace.

Tutorwren spots where you stall

AI reads timing, error patterns, and skip behavior to pinpoint the exact skill node where you slow down.

Get 3 targeted questions

Not a full chapter. Not random practice. Three questions at exactly your edge — the ones that will actually move you forward.

Learn how the AI works
Precision over volume

Three things that make a session worth doing

Stall detection

Tutorwren reads timing, error frequency, and skip patterns to identify the precise skill node where understanding breaks down.

Edge question generation

Three questions generated at your exact skill edge — harder than what you demonstrated mastery of, calibrated to the specific concept where you stalled. Not a question-bank shuffle. Generated for this gap, this session.

No redundant review

Skip re-doing chapters you already understand. Practice only what you need — the difference between an hour of busywork and 15 focused minutes.

Subjects covered

Math, English, Science, and test prep

Targeted practice across the subjects that matter most for K–12 and standardized tests.

Algebra

Equations → factoring → word problems

Geometry

Proofs → area/volume → coordinate geometry

Reading Comprehension

Main idea → inference → evidence analysis

Biology

Cell biology → genetics → ecosystems

Chemistry

Atoms → reactions → stoichiometry

SAT/ACT Math

Heart of Algebra → Problem Solving → Data Analysis

What students and parents say

Less time grinding. More progress.

★★★★★

She was spending 45 minutes a night re-reading the same algebra chapter. With Tutorwren, she's doing 15 minutes of targeted practice and actually retaining it. Finally working on the right problems.

Parent of 9th grader
Raleigh, NC
★★★★★

I was grinding three full SAT practice tests a week and not making progress. Tutorwren isolated the question types where I kept losing points. I stopped doing whole tests and finally felt like I was closing real gaps instead of just practicing the same wrong thing.

High school junior
Preparing for SAT
★★★★★

I recommend it to my struggling students because it pinpoints exactly where the gap is. My students stop grinding full chapters and start filling real gaps. It respects their time.

Math teacher
Wake County, NC
Pricing

Simple, honest pricing

Start free. Upgrade when you're ready. No contracts.

Free
$0
per month, forever
  • 5 practice sessions/month
  • Algebra I only
  • Basic stall detection
  • No credit card needed
Get started free
Family
$19
per month · $159/yr (save 30%)
  • Up to 3 student accounts
  • All Student features
  • Parent dashboard
  • Priority email support
Start Family plan
Compare plans in detail

Start where you actually are.

Free to try. No credit card. No chapter repeats.

Create your free account