Best-fit use cases
SaaS product features
CMS and publishing workflows
Personalized campaign images
Server-side batch jobs
Implementation
A reliable four-step workflow
1
Design
Create one template and mark headline, photo, price, badge, or CTA layers as dynamic.
2
Request
Send the template identifier and replacement values from your application.
3
Validate
Check the returned image against long text, missing images, and brand constraints.
4
Deliver
Store or publish the generated image URL in the workflow that requested it.
Concrete example
- trigger
- A product is published
- inputs
- Name, price, product photo, badge
- output
- A branded product promotion
- destination
- Product page, email, or social queue
Frequently asked questions
Do I need a separate template for every image?
No. One template can generate many variations when the layout stays the same and the content changes.
Can API image generation run in a background job?
Yes. A backend, queue worker, or scheduled job can send the generation request and store the resulting URL.
Continue the workflow
Build one production-shaped example
Start with one approved template, realistic data, and the exact trigger your team intends to use.
Start free