Low Latency Prompt Optimizer for any Generative Media Model
While every generative media model is prompted differently, users suck at writing generative media prompts that include detail and imagination. We optimize for your exact model returning 10x better results while adding unnoticable latency.
The prompting gap is real
What users say vs. what models need to produce great results.
"a sunset over mountains"
Vague, no style direction, no technical specs. Model guesses everything.
"Dramatic sunset over mountain range, golden hour lighting with deep orange and purple gradients, silhouetted peaks, atmospheric haze, landscape photography, wide-angle composition, high dynamic range"
Specific, model-aware, includes style and technical direction.
How it works
One API call. Optimized prompts.
Set your context once
Describe your use case: 'Product photography for pet furniture e-commerce. Clean, bright, Scandinavian aesthetic.'
Send user prompts
Pass the raw user input along with your target model. We handle the optimization.
Get optimized results
Receive a model-specific prompt in <500ms. Better images, happy users, no prompt engineering.
Integrate in 5 minutes
One endpoint. Three parameters. That's it.
curl -X POST https://api.mediaprompt.dev/v1/rewrite \
-H "Authorization: Bearer mp_your_api_key" \
-H "Content-Type: application/json" \
-d '{
"user_prompt": "a cat sitting on a couch",
"developer_context": "Product photography for pet furniture e-commerce",
"model": "dall-e-3"
}'{
"rewritten_prompt": "Professional product photography of a domestic cat resting on a modern sofa...",
"latency_ms": 287,
"model": "dall-e-3",
"tokens_used": 42
}Works with everything
Model-specific optimization for all major providers.
<500ms P95 latency
Hyper optimized for speed, latency and quality no matter which image model you're using.
Coming soon
We're launching soon. Drop your email to get early access.