GPT Image 2 for posters, product shots, and text-rich commercial visuals
This page explains where GPT Image 2 fits inside z-image.me, what it is best for, and whether you should start from generate or edit.
Users still see only one model name, `GPT Image 2`. On the generate page it supports text-to-image and reference-guided generation, and on the edit page it supports reference-driven commercial image transformation.
GPT Image 2
What it is best for
Choose GPT Image 2 when you need more polished commercial outputs such as posters, product hero visuals, brand campaign artwork, or layouts that need clearer text areas and stronger marketing structure.
Best when you are creating from a prompt. You can also upload a reference image to guide direction. Without references it uses text-to-image, and with references it switches to the image-guided route automatically.
Best when you already have an image and want to upgrade the commercial look, remake a poster, refresh the visual style, or refine the asset for a product or campaign.
Recommended use cases
The practical strengths to know
Stronger commercial polish
It is better suited to output that feels presentation-ready, campaign-ready, or closer to paid media creative instead of simple concept drafts.
Better fit for text-rich layouts
It is a stronger option when the image needs obvious headline space, product messaging areas, or a more intentional poster composition.
Reference images are useful in both flows
You can upload references in generate to guide composition, or move to edit when you already have an image and want a more directed commercial transformation.
Which entry point should you use
The same visible model name supports different workflows depending on whether you are starting from scratch or from an existing image.
Start in /generate
Best when you are creating from a prompt. You can also upload a reference image to guide direction. Without references it uses text-to-image, and with references it switches to the image-guided route automatically.
Generate with GPT Image 2Start in /z-image-edit
Best when you already have an image and want to upgrade the commercial look, remake a poster, refresh the visual style, or refine the asset for a product or campaign.
Edit with GPT Image 2How to start in three steps
Choose the right workflow
Use generate when you are starting from a prompt, and use edit when you already have a source image to transform.
Write for business goals
GPT Image 2 performs best when your prompt clearly describes the selling point, subject, composition, copy area, and overall brand tone.
Refine with the next pass
If the first result is directionally right, add a cleaner reference or move into edit for a more controlled second-stage refinement.
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