Research preview · nFactorial Incubator 2026

Turn every blunder into your next training plan.

BlunderLab reviews your games, explains mistakes in plain language, detects recurring patterns, and gives you one clear goal for the next match.

  • AI Coach explains every blunder
  • Daily Blunder from your own games
  • EN / RU coach

Product walkthrough

See the learning loop before you play.

A compact preview of the path BlunderLab is built around: play, review the critical moment, carry one goal into the next game.

The gap

Engine feedback tells you the move. BlunderLab tells you the habit.

I lost, but I still do not know what I should learn.

Engine

Typical review: a red mark, a best move, and no next step.

BlunderLab

BlunderLab: three moments, one recurring pattern, one training goal.

How it works

A simple loop after every game.

01

Play

Start a quick game against Stockfish and save the full PGN.

02

Review

Stockfish finds the moments where the evaluation changed.

03

Pattern

The AI Coach maps each mistake to one of eight thinking patterns.

04

Train

You leave with one clear goal and a daily puzzle from your own games.

Blunder taxonomy

Eight patterns that explain how beginners actually lose.

Engine analysis tells you what was wrong. BlunderLab tells you which thinking habit caused it.

Featured pattern

Tunnel Vision

The pattern most beginners face — and the one we anchor every review around.

You're following your plan. Your opponent quietly threatens something else. You don't see it because you stopped looking. The fix isn't tactics — it's a habit of glancing at the whole board before every move.

Trigger
Two or three moves into a clear plan.
Habit
Before each move, scan opponent's last move and active threats.

Seven more patterns

  1. 02

    Hanging Piece

    You left a piece undefended.

  2. 03

    Missed Tactic

    A forcing line was on the board.

  3. 04

    King Safety

    You weakened your king or ignored a mating threat.

  4. 05

    Greedy Move

    You grabbed material and lost the position.

  5. 06

    Time Panic

    The move looks like it was made too fast.

  6. 07

    Opening Drift

    Early deviation from sound development.

  7. 08

    Endgame Technique

    A more precise endgame method existed.

Each tag is a thinking habit, not a chess move.

Progress

Your dashboard tracks weaknesses, streak, Daily Blunder, and city rank.

Tunnel Vision
Top weakness
4d
Streak
#12
City rank
Ready
Daily Blunder
Daily Blunder

Yesterday you missed this fork. Can you find it today?

Daily Blunder turns your old mistake into a personal puzzle.

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Pricing teaser

Free proves the loop. Pro unlocks depth.

See full comparison

Free

$0

  • 3 reviews/day
  • AI Coach chat (3/day)
  • Classic Game
  • Daily Blunder
Start free
Most popular

Pro

$4.99/mo

  • Unlimited reviews
  • AI Coach chat (20/day)
  • Pattern Drill
  • Deep Review
Join Pro waitlist

School

Custom

  • Student dashboard
  • Unlimited AI Coach chat
  • Class leaderboard
  • Coach view
Talk to us

Start your first review.

Play one game, let the coach explain the critical moments, then take one goal into the next match.