The results vary widely. In some cases, cagenerated fonts produce variations that remain firmly legible and market-ready: cohesive families with consistent metrics, kerning, and hinting that designers can fine-tune. In other instances, the output is experimental—hybridized letterforms, surprising ligatures, or decorative type that challenges legibility for the sake of visual character. Many designers use cagenerated outputs as a creative springboard: selecting and refining candidate glyphs, adjusting spacing, or retouching curves to restore human nuance.