AI image prompts: how to write them, model by model

Short answer

A good image prompt names the subject, the setting, the light and the medium, and the one detail that must be right. Chat-based models such as ChatGPT and Gemini read that best as plain sentences; diffusion models start from noise and lean towards your words step by step. Every example in these guides was run and dated by us.

frame 01A green bicycle leaning against a bakery window on a rainy morning, made from a two-sentence prompt
▸ 01NF PR

Where to start

  1. Prompts for ChatGPT and Gemini images

    Plain sentences, then follow-up turns: tested on both chat models.

  2. CraftArt stylesPhotorealisticHow models work

    Style words, realism and how models read a prompt.

  3. How image models work

    Noise, denoising and guidance, and why the same prompt changes.

Background and records

Where prompts came from, and what your finished image will carry.

Questions

How do you write a good AI image prompt?

Name the subject, the setting, the light and the medium, then the one detail that must come out right. On chat-based models write it as plain sentences; in our tests that kept details a tag list lost.

Do the same prompts work on every model?

The core description carries over, but models differ in what they add uninvited, how they handle text and whether they expose settings such as seeds. Each guide notes the model and date it was run on.

Why does the same prompt give a different image each time?

Diffusion models start from random noise, and a new run means new noise. Only tools that let you fix a seed can repeat a result exactly.

Should I use long prompts?

Use as many words as it takes to describe the picture and no more. Extra style words and quality tags such as 8k made no visible difference in our tests.

Is my prompt saved in the image?

Not in the files we tested from Google and OpenAI. Some open-model tools save it as text in PNG files, so check before you share a file if that matters to you.