How to Use GPT Image 2: 10 Prompt Tips for Better AI Images
Get better results from GPT Image 2 with these 10 practical prompt tips. Learn how to write prompts for blog headers, ads, mockups, and professional AI-generated images.
GPT Image 2 delivers strong results, but the quality of the output still depends on the quality of your prompt. These 10 tips will help you write better prompts and get more usable images on the first try.
1. Start With the Use Case
Tell the model what the image is for before describing how it should look.
Weak: "Create a modern AI image about productivity"
Better: "Create a blog header image for an article about AI productivity tools. Clean SaaS style, dark background, simple composition, room for headline text."
Starting with context helps GPT Image 2 make better decisions about composition, spacing, and content hierarchy.
2. Write the Exact Text
GPT Image 2 is one of the best models for text rendering. Use that strength by providing exact wording.
Weak: "Create a poster for a new AI model"
Better: "Create a launch poster with the headline 'GPT Image 2' and subheading 'Better text, better prompts, better visuals.' Modern product launch style, dark gradient background."
3. Define Layout Explicitly
Specify where elements go. GPT Image 2 follows spatial instructions well.
Use terms like: left, right, center, top, bottom, foreground, background. For example: "Product shot on the left, three feature bullets on the right, headline at the top."
4. Use One or Two Style Signals
Stacking "minimalist, cinematic, futuristic, editorial, playful, premium" in one prompt gives conflicting instructions. Pick one or two clear style directions and let the model execute cleanly.
5. Prioritize the Most Important Element
Put the most important requirement first in your prompt. If the image must have readable copy, lead with that. If composition matters most, describe the layout first.
6. Tell the Model What Should Stay Simple
If you want a clean background or minimal composition, say so explicitly. "Clean white background, no extra decorative elements" prevents the model from adding unnecessary visual noise.
7. Include Business Context
Mention if the image is for a SaaS landing page, a social media ad, a tutorial header, or a product launch. This context helps GPT Image 2 choose appropriate framing and tone.
8. Iterate One Variable at a Time
When a result is close but not perfect, change one thing: the text, the color palette, the composition, or the background. Do not rewrite the entire prompt. Small adjustments converge faster.
9. Create Reusable Templates
Build prompt templates for recurring tasks:
- Blog headers: "Create a blog header for [topic]. Style: [style]. Colors: [palette]. Include text: [headline]."
- Social ads: "Create a [platform] ad for [product]. Headline: [text]. CTA: [button text]. Style: [direction]."
- Product graphics: "Create a feature visual showing [feature]. Layout: [composition]. Background: [style]."
Templates reduce friction and make results more consistent across your content.
10. Treat the Prompt Like a Creative Brief
The best GPT Image 2 prompts read like instructions to a designer, not random inspiration. Include:
- Goal — What is this image for?
- Subject — What is the main focus?
- Layout — How should elements be arranged?
- Text — What copy should appear?
- Style — What visual direction?
- Palette — What colors?
- Background — Simple, gradient, scene?
Get Started
Try these prompt techniques now. Head to Text to Image, select GPT Image 2, and see the difference a well-structured prompt makes. New users get free credits to experiment.