How are matchups decided to ensure fair product comparisons?

Matchups are assigned based on product similarity using AI embeddings. This ensures fair competition by pairing similar products in the early rounds, while allowing for high-quality, diverse matchups as winners advance through the tournament, providing a more accurate reflection of your relative market position.