Stop Getting Generic AI Designs

AI tends to produce the same "safe" look every time: soft gradients, excessive rounding, meaningless blur. These tips help you write prompts that break out of that default and produce designs with actual intent.

Patterns AI Defaults To

When you give a vague prompt, AI falls into comfortable patterns. Recognizing them is the first step to avoiding them.

Trap

The Gradient Fog

Soft purple-to-blue gradient backgrounds with no relationship to the brand. Applied everywhere as a substitute for actual visual hierarchy.

Vague prompt "Make it modern and visually appealing with a nice gradient background"

Specific prompt

"Background: flat #0b0d12. Use a single linear gradient only on the hero CTA button (left: #2563eb, right: #7c3aed). No gradients elsewhere."

Trap

The Blur Crutch

backdrop-filter: blur() on every panel, making the page feel foggy and ungrounded. Blur should be deliberate, not a texture replacement.

Vague prompt "Use glassmorphism for a premium feel"

Specific prompt

"Cards: solid bg rgba(28,28,30,0.85), 1px border rgba(255,255,255,0.08). Apply backdrop-filter: blur(16px) only to the floating nav overlay. No blur on cards or sections."

Trap

Rounded Everything

border-radius: 16px on every element creates a toy-like sameness. Intentional variation in radius communicates hierarchy.

Vague prompt "Use rounded corners for a friendly look"

Specific prompt

"Radius system: containers 16px, cards 12px, buttons 8px, badges 4px. Tags and inline elements use 2px. Never use border-radius on full-width sections."

Trap

The Icon Grid

Three columns of circle-icon + heading + paragraph repeated identically. The laziest possible feature section layout.

Vague prompt "Create a features section with icons"

Specific prompt

"Features: asymmetric bento grid. Lead feature spans 2 columns with inline demo screenshot. Secondary features are single-column cards with a monospace label instead of icons."

Trap

Decorative Animation

Floating orbs, particle effects, and scroll-triggered fade-ins that add zero information. Motion should serve comprehension, not decoration.

Vague prompt "Add some animations to make it feel dynamic and alive"

Specific prompt

"Transitions: 200ms ease for hover states only. No scroll-triggered animations. No floating/pulsing decorative elements. Respect prefers-reduced-motion."

Trap

Center All The Text

Centering every text block makes line start positions unpredictable, destroying reading flow. Center alignment works for short headings or CTAs, but body text should always be left-aligned with a controlled line length.

Vague prompt "Center all the text for a clean, balanced layout"

Specific prompt

"Body text: left-aligned, max-width 640px. Only center: section headings and CTA buttons. Paragraph line length must not exceed 75 characters."

Prompting Principles

These principles shift AI from "make it look good" mode into "execute a precise design specification" mode.

Name a specific style, not an adjective

"Modern" and "clean" mean nothing to an AI — they map to the same generic output. Instead, reference a named design direction. This project's 22 style templates exist for this reason.

"modern and clean" → "Swiss Poster style: grid-aligned, Helvetica-derived sans-serif, red + black + white only, strong vertical rhythm."

Lock typography before anything else

Typography defines 80% of a design's character. If you leave it unspecified, AI picks Inter/system-ui every time and your design immediately looks like every other AI output.

Heading font, body font, code font, size scale (e.g. 14/16/20/28/40), line-height (1.5 body, 1.2 headings), and letter-spacing for headings (-0.02em).

Define what's forbidden

AI is an optimizer. Without constraints, it gravitates toward statistically "safe" choices. Explicit prohibitions are more effective than positive instructions for avoiding generic results.

"FORBIDDEN" section: no horizontal scroll, no gradient backgrounds, no blur over 8px, no shadow larger than 0 2px 8px, no border-radius over 12px, no decorative SVG illustrations.

Specify colors as exact values, not descriptions

"A blue accent" produces #3B82F6 almost every time. Every AI uses the same safe blue. Use the Color System page to build a palette with actual hex values, then pass them verbatim.

"Primary: #e63946, Surface: #1d1d1f, Text: #f1faee, Muted: #a8a8a8, Border: rgba(255,255,255,0.08). No other colors."

Describe layout as structure, not feeling

"Spacious and clean layout" is subjective. AI will interpret it however it wants. Instead, give grid specs, max-widths, gap values, and padding rules.

"Content max-width: 720px. Section padding: 80px 0. Card grid: 2 columns, 16px gap. Hero: single column, left-aligned, no centered text."

Give a component hierarchy, not a page description

"Build a landing page" gives AI total freedom to use its default layout. Instead, specify the exact component stack and their relationships.

"Top to bottom: compact nav (logo left, 3 links right) / hero (h1 + subtitle + single CTA, no image) / 3-column bento features / single testimonial / footer with 2-col link grid."

Control line length (measure)

If text runs the full width of a wide container, each line becomes too long and the reader's eye loses track jumping back to the next line. The optimal measure for body text is 45–75 characters (roughly 640px max-width at 16px font size).

"Body text max-width: 640px. Headings can span full container width. Code blocks and cards use full width. Never let a paragraph exceed 75 characters per line."

Before / After

Side-by-side comparison of weak vs. strong prompts. The right column isn't longer for its own sake — every added word removes a degree of freedom from the AI.

Landing Page Hero

Before

Create a modern SaaS landing page
with a hero section. Make it look
professional and appealing.
Use a nice color scheme.

After

Hero section:
- Background: flat #0a0a0f, no gradient
- Headline: Space Grotesk 700, 48px,
  tracking -0.03em, color #ffffff
- Subtext: Inter 400, 17px, color #888,
  max-width 520px, line-height 1.65
- CTA: one button, bg #e63946, no shadow,
  border-radius 6px, padding 14px 32px
- Layout: left-aligned, no centered text
- No hero image, no illustration, no blob

Card Component

Before

Design a card component with
a nice hover effect. Use modern
styling with shadows and
rounded corners.

After

Card:
- bg: #1c1c1e, border: 1px solid
  rgba(255,255,255,0.06)
- radius: 12px, padding: 20px
- NO box-shadow at rest
- Hover: border-color shifts to
  rgba(255,255,255,0.15),
  transition 150ms ease
- Title: 15px 600, body: 14px 400
  color #999, line-height 1.55
- No image slot, no icon, no badge

Dashboard Layout

Before

Create an analytics dashboard
with charts and statistics.
Make it dark mode with a
clean professional look.

After

Dashboard:
- Sidebar: 240px fixed, bg #111113,
  nav items 14px 500, active: text
  white + left 2px accent border
- Main: fluid, max 1200px, padding 32px
- Stat cards: grid 4-col, each shows
  label (12px 500 muted uppercase) +
  value (28px 700 white) + trend (12px,
  green #30d158 or red #ff453a)
- Chart area: 2-col grid, border 1px
  solid rgba(255,255,255,0.06)
- No gradient bg, no glassmorphism,
  no decorative illustrations

Copy-Ready Snippets

Paste these directly into your prompt. Snippets are kept in English because most AI models parse English constraints more reliably, reducing ambiguity in the output.

Anti-Generic Constraint

FORBIDDEN:
- Gradient backgrounds
- backdrop-filter: blur() on cards
- box-shadow larger than 0 2px 8px rgba(0,0,0,0.1)
- border-radius above 16px
- Centered hero text
- Decorative SVG illustrations
- Floating/pulsing animations
- Purple-to-blue color scheme

Typography Lock

TYPOGRAPHY:
Heading: 'Space Grotesk', weight 700
Body: 'Inter', weight 400
Code: 'JetBrains Mono', weight 400
Scale: 13 / 14 / 16 / 20 / 28 / 40px
Body line-height: 1.6
Heading line-height: 1.2
Heading letter-spacing: -0.02em

Color System Handoff

COLOR TOKENS:
--bg: #0b0d12
--surface: #1c1c1e
--border: rgba(255,255,255,0.08)
--border-hover: rgba(255,255,255,0.16)
--text: #ffffff
--text-muted: #a1a1a6
--accent: #007aff
Use ONLY these values. No other colors.

Layout Specification

LAYOUT RULES:
Content max-width: 1200px
Body padding: 0 clamp(16px, 4vw, 32px)
Section gap: 80px
Card grid: auto-fill, minmax(320px, 1fr), gap 16px
Mobile breakpoint: 768px (single column)
No horizontal scroll at any viewport.

Motion Constraints

MOTION:
Hover transitions only: 150ms ease
No scroll-triggered animations
No entrance animations on page load
No floating or pulsing elements
Respect prefers-reduced-motion: reduce
Only transition: color, border-color,
  background-color, opacity, transform

Quality Gate Prompt

AFTER GENERATING, SELF-CHECK:
1. Does any element use a gradient bg?
   If yes, remove it.
2. Is any text centered that isn't a
   heading? If yes, left-align it.
3. Are there more than 2 font families?
   If yes, reduce.
4. Does any animation serve no purpose?
   If yes, remove it.
5. Is color contrast ratio below 4.5:1?
   If yes, fix it.

Non-AI Design Preset

You are generating a design with a distinct, intentional visual identity.
Treat these as hard constraints:

1. Use only the exact hex/rgba color values I provide.
   If I give no palette, ask me for one before proceeding.
2. Use ONE font for headings, ONE for body. Follow a strict
   size scale (e.g. 14/16/20/28/40). Stay within this pair.
3. Vary radius by hierarchy: large containers > cards >
   buttons > small tags. Each level gets its own value.
4. Left-align all text by default. Reserve center alignment
   for short headings or single-line CTAs only.
5. Keep body text max-width at 640px. Limit paragraphs
   to 75 characters per line.
6. Define layout with explicit values: grid columns, gap
   in px, max-width, padding. Be specific, be numerical.
7. Follow a spacing scale (8/16/24/32/48/64/80) for all
   margin and padding values. Stay consistent.
8. Keep surfaces flat and solid. Use real content and
   structure for visual interest instead of decorative
   elements like blobs, orbs, or abstract illustrations.
9. Limit motion to hover state transitions (≤200ms).
   Make every animation serve a functional purpose.
   Respect prefers-reduced-motion.

When choosing backgrounds, card styles, or shadows, aim for
restraint: flat colors, subtle 1px borders, and shadows
that stay within 0 2px 8px range.