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Start from a proven prompt pattern
Open the prompt library when the idea is still loose. Pick a structure close to your use case, then adapt the subject, brand, format, and visible text.
Browse Prompt LibraryGPT Image 2 workflow guide
How to Use GPT Image 2for Real Image Workflows
A practical prompt-to-image workflow for assets you can actually use
Use GPTIMG2 AI to turn prompts, reference images, and format choices into product visuals, posters, UI mockups, social creatives, and polished image edits.
50+
Prompt examples
1K-4K
Output options
Free
Trial credits
What GPT Image 2 does in practice
GPT Image 2 turns a written image brief, optional reference images, and output settings into finished visuals. Many people use terms like ChatGPT image or GPT image when they want this broader capability, but the work only becomes valuable when the prompt defines the subject, composition, text, format, and revision target clearly.
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Prompt to image - Write a deliverable-focused brief and generate polished images from natural language.
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Reference-aware editing - Upload images when product shape, character consistency, or layout needs to stay close.
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Prompt library - Start from examples for product ads, posters, UI mockups, portraits, and social creatives.
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Text-heavy visuals - Create labels, signs, UI scenes, and branded layouts where visible text matters.
A five-step GPT Image 2 workflow
This workflow is built for usable outputs, not just attractive experiments.
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Turn the prompt into a production brief
Describe the subject, composition, lighting, aspect ratio, exact text, and constraints. GPT Image 2 performs better when the prompt says what the asset must do.
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Generate with the right format first
Choose square, portrait, wide, or vertical before generating. Many bad results are format problems, not model problems.
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Refine one issue at a time
Keep the closest result and revise only the biggest problem: typography, product fidelity, background, lighting, or missing objects.
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Export the version that fits the channel
Use higher output settings for landing pages, presentations, print, and product listings. For social posts, keep the composition readable at feed size.
GPT Image 2 examples worth testing
Use these directions to move from a broad image idea into a specific prompt structure.
Prompt habits that improve image results
Small prompt changes often improve GPT Image 2 results because most weak outputs come from unclear intent. Treat a broad ChatGPT image or GPT image idea as raw material, then turn it into a concrete image brief.
Be specific
Name the subject, format, exact text, placement, mood, and final channel.
Define the visual system
Say whether you need a product ad, editorial poster, UI mockup, illustration, or photo.
Control lighting
Lighting decides whether the output feels like ecommerce, editorial, cinematic, or casual content.
Use references
References help preserve product shape, layout, character identity, or brand style.
Iterate deliberately
Fix one visible problem at a time instead of changing every instruction.
Pick the right size
Choose the aspect ratio before generating so the composition does not fight the channel.
Where GPT Image 2 fits best
The strongest use cases are workflows where image quality, prompt control, and fast iteration all matter. Instead of treating GPT image generation as a one-off prompt, build a repeatable process for assets you can publish, test, or hand to a team.
Marketing and advertising
Create product ads, landing-page visuals, and campaign directions without waiting for a full production cycle.
- Generate product visual alternatives
- Test campaign angles quickly
- Adapt creatives for multiple formats
- Keep brand direction consistent
Social content
Produce post visuals, thumbnails, covers, and seasonal assets with a repeatable prompt structure.
- Create feed-ready visuals
- Keep a recognizable style
- Move fast on trends
- Prepare thumbnails and banners
UI and product design
Explore app scenes, interface concepts, product boards, and placeholder visuals before building.
- Generate UI concept boards
- Create realistic placeholder assets
- Visualize product narratives
- Test design directions fast
Creative illustration
Turn rough creative ideas into polished visual directions for editorial, education, storytelling, and concept art.
- Explore illustration systems
- Create educational visuals
- Draft story scenes
- Compare multiple art directions
GPT Image 2 FAQ
Is GPT Image 2 free to use?
New users get trial credits so they can test GPT Image 2 generation before buying more credits.
How do I use GPT Image 2 for free?
Open the GPT Image 2 workspace, enter a prompt, choose your settings, and use the available trial credits for your first generations.
How is this different from a generic ChatGPT image workflow?
A generic ChatGPT image request may stop at one prompt. This workflow goes further: it asks for the use case, exact text, reference material, aspect ratio, and revision target so the result can become a real asset instead of a quick experiment.
Can GPT Image 2 render text in images?
It is a good fit for posters, labels, signs, UI scenes, and branded visuals, especially when exact text is quoted in the prompt.
What resolution does GPT Image 2 support?
The workspace exposes practical output settings including 1K, 2K, and 4K options depending on the selected workflow and plan.
Do I need design skills?
No. Start with a clear prompt or use the prompt library, then refine the output with plain-language instructions.
Start creating with GPT Image 2
Turn a clear prompt, optional reference image, and target format into a production-ready GPT Image 2 visual.