Purple-blue glow piles, centered hero blocks, default gray cards, and rounded SaaS shells read as distributional average rather than taste.
Use warm parchment, functional terracotta/jade/sunbeam accents, and asymmetrical editorial spacing instead of decorative rainbow light.Social feeds reward unbelievable heartwarming AI scenes; they feel synthetic when emotion arrives without provenance, stakes, or artifact texture.
Prefer concrete product states, quiet annotations, and source-like receipts over generic wonder, mascots, or sentimental imagery.AI polish often lands as too smooth: centered everything, flawless surfaces, identical cards, and no trace of human sequencing.
Introduce optical asymmetry, paper-edge layering, irregular rhythm, and authored hierarchy while keeping the component contract precise.Inter/Poppins everywhere with heavy hero type and no typographic role separation makes pages feel generated from the same prompt cloud.
Keep the manuscript/sans/mono split: literary headings, utility body, marginalia labels, tight scale rules, and measured line-height.Looping sparkles, parallax drift, and gratuitous reveal motion signal generated garnish instead of system behavior.
Use motion only for state legibility: fast feedback, modal settling, toast exit, and reduced-motion parity.