Wenchao Zhang

What would make an AI image prompt workflow worth reusing?

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Hi Product Hunt,

I’m launching GPT Image Prompt today and wanted to start a small conversation before it goes live.

The problem I keep running into is that image models are already powerful, but useful prompts, templates, and results are hard to reuse later.

For marketing visuals, ecommerce drafts, social posts, posters, and infographics, the workflow is often more than typing one prompt. You start from a structure, adapt it to a brand or scene, keep the prompt and result that worked, then use a reference image for the next round.

I’m trying to make that easier with prompt examples, scene templates, reference image generation, history, saved prompts, and public sharing.

For people who create AI visuals regularly: do you prefer starting from templates, example prompts, or a blank input? Which categories would you actually reuse: ads, ecommerce, social posts, launch graphics, infographics, or something else? Is saved prompt and history useful, or do you mostly care about final image quality?

Open to blunt feedback before launch.

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