Practical guide
Design Around AI’s Typography Problem: Backgrounds, Safe Zones, and Handoff
Plan negative space, visual hierarchy, safe zones, contrast, and a deterministic typography handoff instead of regenerating misspelled copy.
The central idea
Do not fix generated lettering one letter at a time. Build a text-free composition that anticipates the final hierarchy, then add real type with the correct words, font, spacing, contrast, localization, and accessible reading order.
A repeatable workflow
Map the hierarchy
Define headline, supporting line, CTA, legal copy, logo, and the visual focal object before generating.
Protect layout zones
Prompt subject placement and quiet background behavior around the planned desktop and mobile type areas.
Remove fake lettering
Choose frames without pseudo-text, or retouch incidental marks before they can be mistaken for copy.
Build the real layout
Typeset in an accessible design system, test responsive crops, proofread, localize, and export deliberately.
Worked example
For a SaaS hero, generate an abstract product metaphor on the right with a low-detail dark field on the left. The actual headline, proof, and button remain semantic HTML on the page rather than pixels inside the image.
Review checklist
- Type hierarchy exists before the image
- Responsive safe zones are mapped
- Pseudo-text is removed
- Final copy stays editable and accessible
Limitations
- Busy imagery can make every copy treatment fragile
- Important web text should remain HTML whenever possible