Free AI Image-to-Prompt Generator

Free image-to-prompt generator for product photography. Upload a reference image, pick your target AI model, and get a clean, paste-ready generation prompt. No sign-up. Built by Austin commercial product photographer Mark Bowers. Supports Google Nano Banana Pro (Gemini 3 Pro Image), Nano Banana 2, Nano Banana 2 Lite, and ByteDance Seedream 5.0 Pro. Upload up to six references — product plates, mood boards, or hero examples — add product size and aspect ratio, and the tool writes a generation prompt structured for your chosen model. This tool requires JavaScript.

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Mark Bowers Photography
Free tool · No sign-up

Image-to-Prompt Generator

Upload a reference — a product plate, a mood board, a shot you admire — and get a clean, paste-ready prompt written for the image model you're generating with. Built on the same prompt structure I use for client AI work.

New to AI in product photography? Read how it fits a working pro's workflow →

References · {{ imageCount }}/6
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Tag each reference: Product plate = the actual product · Mood board = lighting & palette cues only · Hero example = a shot to reverse-engineer.

Target model
Shot details

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{{ p.label }}
{{ p.prompt }}

Notes — {{ analysis }}

Your images are read once to write the prompt — they aren't stored, and they never appear anywhere on this site.

How it works

01 //

Add references

Up to six images — your product, a mood board, or a hero shot you want to learn from. Tag each one's role so the analysis reads it correctly.

02 //

Pick your target model

Every image model reads prompts differently. The tool formats yours for the model you choose — structure, length, and ordering included.

03 //

Copy and generate

Paste the prompt into your generator. Not quite right? Add a line to the direction field and run it again.

Prompts get you close. Real studio capture gets you exact.

When brand fidelity matters, I shoot the product for real and composite it into AI-built scenes — accuracy where it counts, flexibility everywhere else.

Start your project