Image to Text Prompt Generator

PromptExtract turns a reference image into a detailed text prompt — the core output of any image to text prompt generator built for recreation, iteration, and copy-ready text workflows.

Glass interface showing a reference image becoming structured text prompt

Generate an Image to Text Prompt Here

Upload a reference image and get a structured text prompt you can paste into GPT Image, Midjourney, FLUX, SDXL, and other models.

Uploaded reference image preview for text prompt generation

JPG, PNG, or WEBP. The browser compresses it before the image to text analysis begins.

Generated Text Prompts

Waiting for image
Upload an image and generate to see the image to text prompt text here.
The negative text prompt will appear here after generation.

Image to Text Prompt Examples

Browse our case library of copy-ready text prompts — reference images across photography, illustration, anime, pixel art, and more.

Minimal product photography reference for image to text prompt generation Product

Clean Product Photography

Studio · Reflective surfaces

minimal studio product photograph of a translucent glass prism beside a white camera lens on a silver reflective surface, soft daylight from the upper left, subtle cyan refractions, crisp focus, clean luxury technology aesthetic, shallow depth of field, quiet background
Cinematic portrait reference for image to text prompt writing Portrait

Cinematic Portrait

Editorial · Soft side light

cinematic close portrait of a person with a calm natural expression, soft side light, shallow depth of field, muted neutral color palette, editorial photography, gentle background blur, realistic skin texture, 50mm lens feel
Architecture interior reference for image to text prompt generation Architecture

Gallery Interior

Space · Morning light

wide angle architectural photograph of a quiet concrete interior, morning light entering from tall windows, long soft shadows, pale stone texture, calm gallery atmosphere, balanced symmetry, minimal furniture, high-end editorial composition
Fashion campaign image reference for image to text prompt writing Fashion

Editorial Campaign

Street · Overcast daylight

editorial fashion campaign photograph of a model in a light structured outfit, walking through a bright urban street, soft overcast daylight, gentle motion, clean styling, muted blue and ivory palette, magazine composition, realistic fabric detail, cinematic 35mm photography
Gourmet food styling reference for image to text prompt generation Food

Gourmet Food Styling

Tabletop · Warm tones

overhead gourmet food photograph of a ceramic bowl with fresh ingredients on a linen tablecloth, warm natural window light, soft shadows, earthy color palette, shallow depth of field, editorial restaurant styling, clean composition with negative space
Mountain lake landscape reference for image to text prompt writing Landscape

Golden Hour Landscape

Nature · Wide composition

wide landscape photograph of a calm alpine lake reflecting snow peaks at golden hour, soft orange and blue gradient sky, mirror-like water surface, distant pine forest, serene atmosphere, natural color grading, 24mm wide angle perspective
3D cartoon mascot character reference for image to text prompt generation Cartoon

3D Cartoon Mascot

Character · Pastel studio

cute 3D cartoon mascot character with a round friendly face, soft pastel pink and blue colors, clean white studio background, Pixar-style rendering, smooth plastic-like surfaces, cheerful expression, centered portrait composition, soft diffused lighting
Anime style character portrait reference for image to text prompt workflow Anime

Anime Character Portrait

Illustration · Cel-shading

anime style character portrait with large expressive eyes, soft cel-shading, detailed hair highlights, cherry blossom background, warm sunset lighting, delicate line art, Japanese animation aesthetic, upper body composition, dreamy atmospheric depth
Retro pixel art game scene reference for image to text prompt writing Pixel art

Retro Pixel Art Scene

16-bit · Arcade nostalgia

retro 16-bit pixel art scene with a small hero character on a grassy platform, pixel clouds, distant castle silhouette, vibrant limited color palette, crisp square pixels, nostalgic arcade game aesthetic, side-view composition, clean readable shapes
Watercolor illustration reference for image to text prompt generation Watercolor

Watercolor Café Scene

Hand-painted · Soft washes

soft watercolor illustration of a cozy European café street, loose brush strokes, muted warm tones, visible paper texture, gentle color bleeds, whimsical hand-painted feel, vertical composition, artistic illustration rather than photography
Cyberpunk neon portrait reference for image to text prompt generation Cyberpunk

Cyberpunk Neon Portrait

Sci-fi · Magenta and cyan

cyberpunk portrait with neon magenta and cyan lighting, futuristic street background, rain-soaked atmosphere, reflective surfaces, high contrast shadows, cinematic sci-fi mood, detailed tech accessories, shallow depth of field, blade runner inspired color grading
Vintage travel poster style reference for image to text prompt writing Vintage

Vintage Travel Poster

Retro print · Bold shapes

vintage travel poster illustration with bold flat shapes, limited retro color palette, art deco typography area, simplified coastal landscape, screen-print texture, mid-century graphic design style, strong composition, nostalgic tourism poster aesthetic
Comic book hero illustration reference for image to text prompt generation Comic

Comic Book Hero

Graphic novel · Ink lines

comic book hero illustration with bold ink outlines, dynamic action pose, halftone shading, saturated primary colors, dramatic speed lines, graphic novel panel composition, high contrast shadows, classic superhero comic aesthetic
3D clay render character reference for image to text prompt workflow 3D clay

Clay Render Character

Soft 3D · Matte texture

soft 3D clay render character with rounded proportions, matte sculptural texture, gentle studio lighting, monochromatic cream material, minimal background, toy-like aesthetic, smooth organic shapes, centered character portrait, subtle ambient occlusion
Studio Ghibli style landscape reference for image to text prompt writing Ghibli

Painterly Anime Landscape

Fantasy · Lush greens

painterly anime landscape with rolling green hills, fluffy cumulus clouds, warm summer light, hand-painted background art style, soft atmospheric perspective, whimsical countryside mood, detailed foliage, cinematic wide composition, gentle nostalgic feeling

Image to Text Prompt Formats for Midjourney, FLUX & SDXL

Also supports GPT Image, Nano Banana, and Universal — each format shapes your image to text output for the model you plan to use.

GPT Image

Clear natural language text that explains the image so GPT Image can help recreate or refine the visual direction.

Best for faithful description

Nano Banana

Direct recreation text prompts with subject, composition, lighting, texture, and style preserved as closely as possible.

Best for image recreation

Midjourney

Richer art direction, camera language, lighting, mood, texture, and composition cues for fast visual exploration.

Best for visual style

FLUX

Direct descriptive language for subject, scene, material, action, and environment.

Best for precision

SDXL

Positive text prompt structure, short style tags, and negative text prompt guidance for cleaner generations.

Best for advanced workflows

Universal

Readable text prompts for image models that respond best to plain instructions.

Best for quick iteration

Who It's For

Image to Text Prompt Generator for Creators & Teams

PromptExtract helps teams and creators turn reference images into usable text prompt language — without starting from a blank text field.

Product Designers

Translate moodboards, UI screenshots, and concept frames into text prompts you can iterate on in Midjourney, FLUX, or SDXL.

Marketing Teams

Break down competitor visuals, campaign references, and ad layouts into structured text language for the next creative round.

AI Creators

When you already have the look but not the words, upload the image and get a recreation-ready text prompt in seconds.

Visual Researchers

Catalog lighting, composition, camera feel, and material language from references before building your own text variations.

How It Works

Image to Text Prompt Workflow in Three Steps

1

Upload a Reference Image

Drop a JPG, PNG, or WEBP file. The browser compresses it before analysis so you can generate a text prompt from image quickly.

2

Choose Your Model Format

Select GPT Image, Nano Banana, Midjourney, FLUX, SDXL, or Universal before generating your text output.

3

Copy, Refine, and Generate

Use the structured image to text output as your base text prompt. Edit details, paste into your image model, and run the next generation.

Frequently Asked Questions

What is an image to text prompt generator?

It is a tool that analyzes an uploaded image and writes a detailed text prompt for AI image generators. The text describes subject, style, lighting, composition, camera language, and visual mood.

How do I turn an image into a prompt?

Upload a JPG, PNG, or WEBP image, choose a format such as Midjourney or FLUX, and generate the text result. You can then copy the text prompt into your preferred image generator.

Can I use the generated prompt in Midjourney?

Yes. Choose the Midjourney format to get a text prompt with richer art direction, composition detail, lighting language, and style cues that are useful for Midjourney workflows.

Does the tool support FLUX and SDXL prompts?

Yes. The generator can create FLUX text prompts, SDXL text prompts, and negative text prompts. You can use the output as a base and edit it for your own model settings.

Are my uploaded images stored?

This deployment is designed to process images through the API route for text prompt generation only. Do not add storage unless your own product policy clearly explains it.

What kind of images work best?

Clear images with visible subjects, distinct lighting, and enough visual detail work best. The generator can still analyze simple images, but richer references usually produce better text prompts.

Start With an Image, Leave With a Text Prompt

Use this image to text prompt generator to turn a reference image into model-ready text, then paste the text into GPT Image, Midjourney, FLUX, or SDXL.