Image prompt templates, model selection guidance, and anti-generic patterns for generating visual assets. Use when the user needs AI-generated images for landing pages, marketing, or products. Covers hero images, feature illustrations, OG cards, icons, and backgrounds.
Image prompt templates, model selection guidance, and anti-generic patterns for generating visual assets. Covers hero images, feature illustrations, testimonial photos, OG images, and more.
| Model | Best For | Weaknesses | Cost |
|---|---|---|---|
| GPT-4o / DALL-E 3 | Text in images, diagrams, infographics, precise compositions | Can feel "illustrated", less photorealistic | API credits |
| Gemini Imagen | Photorealism, natural scenes, product shots | Less control over composition, text rendering varies | API credits |
| Midjourney | Artistic quality, mood, cinematic shots, brand imagery | No API (Discord-only), inconsistent with specific details | Subscription |
| Flux (via Replicate) | Photorealism, faces, flexible styles | Requires Replicate account | Per-image |
| Unsplash / Pexels | Real photography, when AI looks too AI | Limited to what exists, generic poses | Free |
Need text in the image? → DALL-E 3 / GPT-4o
Need photorealistic people? → Flux or Gemini
Need artistic/cinematic mood? → Midjourney
Need a specific real-world scene? → Unsplash/Pexels
Need consistency across many images? → Pick ONE model, same style prompt prefix
Need diagrams/UI mockups? → DALL-E 3 / GPT-4o
Job: Create an emotional first impression. Communicate the product's vibe in 2 seconds.
Template:
[Art style], [subject doing something specific and aspirational],
[environment with mood-setting details], [lighting description],
[color palette constraint], [composition note]
Example — SaaS Product:
Cinematic photograph, a product designer reviewing a clean dashboard
on a large monitor in a sunlit corner office, morning golden hour
light casting long shadows, muted blue and warm cream color palette,
shot from over the shoulder with shallow depth of field, 35mm lens feel
Anti-generic patterns:
Job: Explain what a feature does. Clarity > beauty.
Template:
[Clean/minimal style], [the feature's core concept as a visual metaphor],
[simple background], [brand colors], [no text unless needed]
Example — Analytics Feature:
Minimal 3D illustration, a translucent glass cube containing floating
data points that form a rising trend line, soft gradient background
from white to light blue, subtle shadows, isometric perspective
Tips:
Job: Build trust. Make real people feel real.
Approach: Use real photos when possible (with permission). If generating:
Professional headshot, [specific person description with age/style details],
[neutral or office background], [natural lighting], [warm but professional mood],
shot at eye level, slight smile, [avoid uncanny valley — add imperfections]
Tips:
Job: Get clicks in a feed. Must work at small sizes.
Template:
[Bold, high contrast], [simple central element],
[large readable text area (left or center)],
[brand color background or gradient], [16:9 aspect ratio],
minimal detail — this will be viewed at 600×315px
Key constraints:
Job: Convey brand identity in a tiny space.
Minimal vector icon, [object/symbol], [single or two-color],
clean lines, works at 32px, [style: geometric/rounded/sharp],
white background, no gradients, no shadows
Tips:
Job: Add depth without competing with content.
Abstract [texture type], [color palette], subtle variation,
tileable/seamless, low contrast, [usage: dark background with light text / light background with dark text]
Texture types: gradient mesh, noise grain, geometric pattern, organic shapes, topographic lines, dot grid
When generating multiple images for a project, create a style prefix and prepend it to every prompt:
STYLE PREFIX: "Minimal 3D illustration, soft matte materials, isometric perspective,
pastel color palette with [brand blue] accents, subtle ambient occlusion shadows,
white background —"
Then each prompt becomes:
[STYLE PREFIX] a shield icon representing security features
[STYLE PREFIX] a speedometer showing performance optimization
[STYLE PREFIX] a connected graph showing team collaboration
Each level adds memorability:
Always aim for level 3–4.
| ❌ Cliché | ✅ Alternative |
|---|---|
| Glowing orbs / particles | Physical textures, natural materials |
| Floating holographic UI | Real devices, paper prototypes |
| Purple/blue gradient everything | Earth tones, brand-specific palettes |
| Isometric city blocks | Focused single-object compositions |
| Perfect symmetry | Intentional asymmetry, rule of thirds |
| Hyper-saturated colors | Muted, desaturated palette with one accent |
| "AI art style" shininess | Matte materials, film grain, imperfection |
Include in prompts:
When providing creative direction, output:
### Creative Direction: [Asset Type]
**Purpose:** What this image needs to communicate
**Model recommendation:** [Model] — [Why]
**Style:** [Art direction notes]
**Prompt:**
[Full prompt ready to paste]
**Variations to try:**
1. [Alternative angle/mood]
2. [Alternative style]
**Post-processing notes:**
- [Any needed adjustments — cropping, overlay, text addition]
Purpose: Communicate clarity and control over complex projects Model: Midjourney (cinematic quality) or DALL-E 3 (if text needed)
Prompt:
Cinematic overhead photograph of a large wooden desk with neatly organized
project cards, color-coded sticky notes in a kanban layout, a MacBook
showing a clean dashboard, a ceramic mug, natural window light from the left,
shallow depth of field focusing on the cards, muted warm palette with
one accent color (brand blue), 35mm film aesthetic with slight grain
Style prefix:
Minimal 3D illustration, soft matte clay-like materials, front-facing
perspective, brand indigo (#6366F1) as accent, light gray (#F9FAFB)
background, gentle directional shadow to the bottom-right —
Prompts:
[prefix] a magnifying glass hovering over a organized grid of documents[prefix] two puzzle pieces connecting, with a small spark at the join[prefix] a clock face with segments in different colors showing time allocation[prefix] a shield with a small checkmark, slightly tiltedAudit current images against the anti-generic playbook. Common fixes: