Stop Memorizing Lines. Start Matching Mastery with KnightTrace AI.

KnightTrace AI is the next-generation AI chess coach powered by high-dimensional similarity search. Connect your Lichess or Chess.com account, upload any PGN, or set up custom board positions to instantly analyze your middlegame against thousands of Grandmaster encounters.

Why Traditional Chess Databases Fail You

Traditional opening explorers rely on exact FEN lookups. If a pawn is shifted or a minor piece is swapped, the search breaks. You miss out on thousands of relevant Grandmaster games that share the exact strategic plans, pawn structures, piece dynamics, and attacking motifs as your game.

Grand Master Moments: Positional Similarity Search

Our proprietary AI converts the 64-square chessboard into a high-dimensional vector embedding. By measuring semantic and positional distance rather than rigid piece squares, KnightTrace acts like a human grandmaster's memory:

• Find the True Plan: Instantly identify whether to push minority attacks, open files, or lock the center based on how world champions handled your exact pawn structure.
• Bypass Move Orders & Transpositions: See games from the Sicilian, French, Caro-Kann, or Queen's Gambit that resulted in your exact middlegame imbalances.
• Human-Like Explanations: Our AI coach translates engine evaluations into plain English so you understand the underlying concepts without notation overload.

Personalized Blunder-to-Puzzle Drills

KnightTrace automatically extracts critical positions from your games where mistakes happened and crafts personalized puzzles. Drill the exact tactical motifs you missed until the pattern becomes second nature.

How KnightTrace Vector Search Works

1. Sync your Lichess / Chess.com profile or paste a PGN file.
2. Our AI extracts positional features: piece connectivity, king safety, open files, and pawn chains.
3. A high-speed vector similarity index queries our database of thousands of Master games in seconds.
4. Review tactical motifs, positional plans, engine recommendations, and coach explanations side-by-side.