Logolyze goes beyond simple logo scoring. It analyzes resolution, contrast, color simplicity, clear space, balance, transparency, and file efficiency, then automatically creates an improved transparent PNG with better spacing and alignment. It works in the browser, requires no signup, supports PNG, JPG, WebP, SVG, PDF, and compatible AI files, and provides downloadable reports plus Illustrator-specific guidance.