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Stable Diffusion Prompt Generator for E-commerce
Describe your e-commerce task in plain words and get an engineered Stable Diffusion prompt — weighted tags, a negative prompt and suggested sampler settings. Switch to any of 32 AIs to see the same request rewritten for that model. Free, private and instant.
Stable Diffusion prompt generator
Stable Diffusion · sd
Prompt: (a matte black insulated water bottle:1.2), a seamless white background, e-commerce product photography, high detail, soft, even studio lighting with a gentle shadow, product centred at a 3/4 angle, filling 80% of the frame, clean and premium, subtle condensation droplets, logo facing the camera, highly detailed, sharp focus Negative prompt: props, text, reflections, cropped product, lowres, blurry, jpeg artifacts, bad anatomy, watermark Settings: 1024×1024 (1:1), Steps 30, CFG 6, Sampler DPM++ 2M Karras
519 chars · ~130 tokens
Open Stable Diffusion
- ›Weight important terms with (term:1.2).
- ›Always fill in the negative prompt.
- ›Start around 25–30 steps and CFG 5–7, then adjust.
How the Stable Diffusion prompt is structured
Stable Diffusion responds to weighted keywords, a negative prompt and sampler settings. The generator emphasises your subject with (subject:1.2) and suggests an SDXL-friendly resolution for the aspect ratio.
Every prompt is built from the same modular parts — role, task, context (your audience and details) and output format — then rendered in the style each AI follows best. Change the AI in the drop-down and the same request is rewritten instantly.
Stable Diffusion prompting tips
- Weight important terms with (term:1.2).
- Always fill in the negative prompt.
- Start around 25–30 steps and CFG 5–7, then adjust.
E-commerce prompt types
Choose a prompt type for e-commerce; each comes with an expert role, context rules and an output format:
- Product packshot — for example “a matte black insulated water bottle”.
- Lifestyle product shot — for example “a scented soy candle in an amber glass jar”.
Example output for Stable Diffusion:
Prompt: (a matte black insulated water bottle:1.2), a seamless white background, e-commerce product photography, high detail, soft, even studio lighting with a gentle shadow, product centred at a 3/4 angle, filling 80% of the frame, clean and premium, subtle condensation droplets, logo facing the camera, highly detailed, sharp focus Negative prompt: props, text, reflections, cropped product, lowres, blurry, jpeg artifacts, bad anatomy, watermark Settings: 1024×1024 (1:1), Steps 30, CFG 6, Sampler DPM++ 2M Karras
AI image tools compared
| AI | Made by | Prompt style |
|---|---|---|
| Stable Diffusion | Stability AI | weighted tags, a negative prompt and suggested sampler settings |
| Midjourney | Midjourney | comma-separated descriptors plus Midjourney parameters (--ar, --s, --no) |
| ChatGPT Images | OpenAI | a natural-language scene description |
| Gemini Image (Nano Banana) | a natural-language scene description | |
| FLUX | Black Forest Labs | a natural-language scene description |
| Ideogram | Ideogram | a description with quoted text, style and aspect-ratio settings |
| Leonardo AI | Leonardo.Ai | a natural-language scene description |
| Adobe Firefly | Adobe | a natural-language scene description |
Frequently asked questions
What is a Stable Diffusion prompt generator?
It turns a plain-language request into a structured prompt — role, task, context and output format — written the way Stable Diffusion follows best, so you get better answers on the first try.
Does this tool send my text to Stable Diffusion?
No. The prompt is assembled in your browser from templates. Nothing you type is sent to any server or AI until you paste it yourself.
Why does the prompt change when I switch AI?
Models are trained on different conventions: Claude responds well to XML tags, Gemini to Persona/Task/Context/Format, Midjourney to descriptors and --parameters, Suno to style tags and a lyric sheet. The generator rewrites the same request for each.
What if I leave a field empty?
The example shown in grey is used instead, so the prompt is always complete. Replace it with your own details for the best results.
Can I use these prompts for other e-commerce tasks?
Yes. Pick the closest prompt type and describe your own task — the e-commerce expertise in the role and context still applies.
Is the prompt generator free?
Yes — free, unlimited and no account needed.