A fintech app and a social app shouldn’t look the same.
Design judgment isn’t one-size-fits-all. Each app type biases color, density, typography, motion, and patterns differently — inside a composed output grammar, surface adapter, and fixed quality bar. Pick your domain.
App works but looks amateur, or every new page feels different? Start with common AI UI problems and concrete fixes.
Spacing feels wrong? Try a measured CSS fix before changing your design.
Fintech & Banking
Trust through restraint. The accent is reserved for money in motion; calm reads as careful.
SaaS & B2B Dashboards
Information per pixel. Power users want density, speed, and one quiet accent.
E-commerce & Retail
Product imagery is the hero; the accent drives one thing — buy.
Social & Community
User content leads; the UI is alive but never competes with it.
Content, Media & Docs
Typography is the design. Reading is the product; color is a distraction.
Productivity & Tools
Calm chrome so the user's work is the focus; keyboard-first, fast.
Health, Wellness & Fitness
Calm and reassuring. One clear focus per screen; reduce load on a tired user.
Developer Tools
Dark-first, dense, precise. Devs distrust slow or flashy UI.