“AI image generation” is not a use case. These are.
Each page below is a specific job with a specific shape: the images it needs, the order the tools go in, the prompts that work, the mistakes that cost you a second pass, and what the whole thing costs in credits. No case studies, no logos, no invented percentages.
Landing pages
Copy is done, layout is done, eleven grey rectangles are why it has not shipped.
≈ 259 credits per page
generate_imagegenerate_transparent_imagecompress_imageEcommerce catalogues
Forty suppliers sent forty different backgrounds and the product grid looks cheap.
≈ 24 credits per SKU
remove_backgroundedit_imageupscale_imageBlog & editorial
Every article in your industry uses the same stock photo of the same sunlit desk.
≈ 53 credits per post
generate_imagetext_to_svgcompress_imageSocial campaigns
One concept has to become four aspect ratios, and then again next week.
≈ 64 credits per campaign
multicallgenerate_imagegenerate_transparent_imageIcons & favicons
Default globe in the tab, twenty icons from three libraries, manifest pointing at nothing.
5 credits per vector
text_to_svggenerate_transparent_imageconvert_formatOpen Graph previews
Someone pasted your link and it rendered as a grey box with a truncated title.
≈ 16 credits per section
generate_imagecompress_imageFour habits every one of these workflows shares
The specifics differ. The technique underneath is the same in all six, and it is worth learning once.
Approve one, reference the rest
Get a single image right, then pass it in referenceImages everywhere else. Consistency comes from examples, not adjectives.
Ask for the shape you need
Six aspect ratios are free at generation time. Cropping afterwards throws away composition you paid for.
Batch what is independent
multicall turns twenty sequential round trips into one. Most image work in a real pipeline is embarrassingly parallel.
Compress before you ship
One credit stands between a generated asset and a production asset. It is the cheapest call on the platform.
Pick the workflow closest to your job
Then run it on the free tier before you decide anything. Thirty credits a month, no card, and the account tools cost nothing to call.