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Stable Diffusion XL Image to Prompt

Upload an image and get a recreation prompt tuned for Stable Diffusion XL. Weighted keywords + classic A1111 syntax, LoRA-friendly. Free - 5 conversions per day, no sign-up.

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Why use this tool

Instant results

Optimized prompts in under 3 seconds.

Private by default

No account, no logs, no image storage.

Tuned per model

Hand-crafted system prompts for each AI model.

Stable Diffusion XL Image to Prompt

Stable Diffusion XL workflows in A1111, ComfyUI, InvokeAI, and Fooocus rely on dense keyword-list prompts with optional weight syntax - and writing those by hand for a series of related images is painful. This image-to-prompt converter reads any reference image and emits an SDXL-native prompt: a brief subject phrase, then 10–18 comma-separated tags covering medium, art style, camera/lens, lighting, composition, and mood. Optional (word:1.2) weighting is applied sparingly to the 1–2 most defining attributes. The output drops directly into your front-end of choice, and is LoRA-compatible - add your LoRA activation tokens and the base prompt stays lean enough not to fight them. Use cases include concept-art reference sheets, fashion lookbooks, product mockup series, and character design variations where visual consistency across images matters. For idea-to-prompt workflows (no reference image), use our SDXL prompt generator above, which produces the same keyword-list shape from a single-line description.

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Frequently asked questions

How does image-to-prompt output look for SDXL?+
The vision model produces a dense SDXL-native keyword list - a brief subject phrase followed by 10–18 comma-separated tags covering medium, art style, camera/lens, lighting, composition, and mood. Optional (word:1.2) weighting is applied to the 1–2 most defining attributes.
What does an image-to-prompt generator do?+
It uses a multimodal vision model to look at an image and write a text prompt that, when fed back into an AI image model, would recreate something close to the original. It's the inverse of a normal prompt generator - useful when you have a reference image but don't know how to describe it.
Is this image-to-prompt tool free to use?+
Yes. Up to 5 conversions per day are free for everyone, no sign-up required. The image is processed transiently and is not stored.
Which image formats are supported?+
PNG, JPEG, and WebP up to 7 MB. For best results upload a clear, high-resolution image - the more detail the vision model sees, the more accurate the recreation prompt.
Will the recreated image be identical to the original?+
No - and that's a fundamental property of how AI image models work. The generated prompt captures subject, composition, lighting, and style, but the regenerated image will be a stylistic recreation rather than a pixel-perfect copy. For exact restoration use the AI Edit feature instead.
Why does the prompt change when I switch models?+
Each target model has its own preferred prompting style. The same image becomes a long photographic paragraph for Flux and Imagen 3, a cinematic scene brief for DALL·E 3, a comma-separated hybrid for SD3, a weighted keyword list for SDXL and Leonardo, a terse phrase plus --ar flag for Midjourney, a typography-aware brief for Ideogram, a design-brief for Recraft, a commercially-safe descriptor for Firefly, and a plain instruction for Nano Banana 2.
Do you store the images I upload?+
No. The image is sent to the vision model only for the duration of the request and is not persisted to disk or database. Only the count of usage per IP per day is stored, hashed, for rate limiting.
Can I use this on photos of people?+
Yes - for photos you have the right to use. The tool describes what's visible (composition, lighting, attire, mood) but cannot identify individuals, and we don't store the upload.