You've probably had this happen: the layout looks great, the lighting is right, and then you look at the headline printed inside the artwork and it reads like a ransom note. Letters drift. Punctuation turns into hieroglyphics. The word "SALE" comes out with an extra leg.
Getting readable type inside generated artwork is one of the most common frustrations people run into when they try an AI image generator for anything practical. Posters, labels, menus, packaging mockups — almost everything in the real world has words on it. So here's a practical walkthrough of what actually works, based on a lot of trial and error.
Why text breaks in the first place
These models are trained on images, not fonts. They learn the visual texture of letterforms the same way they learn the texture of wood grain. So they can produce something that reads as "text-like" from across the room without any actual spelling. Short words in familiar contexts do better because the training data had lots of them. Long strings, unusual capitalizations, and small type tend to fall apart first.
The practical takeaway is simple: don't ask the model to be a typesetting engine. Ask it to be an art director, then set the type yourself.
The two-pass method
This is the workflow that solves about 90% of the problem.
Pass one: generate the image with deliberate empty space where the text will go. Describe the negative space explicitly — "blank cream band across the top third," "large empty area in the lower left," "unprinted kraft paper panel." Models respond well to compositions that are described as having a hole in them.
Pass two: bring the image into any editor and place real type on top. You get perfect kerning, a font you actually chose, and the ability to fix typos. The image does what it's good at; your editor does what it's good at.
If you're making a single hero image for social, the two-pass method is worth the extra three minutes every time. If you're making twenty menu cards, it's non-negotiable.
When you genuinely want the text baked in
Sometimes you want the type integrated into the artwork — a painted sign, a chalkboard, lettering on a coffee cup. In that case, keep these rules in mind:
- Keep it to one to three words. Short strings survive far more often than sentences.
- Quote it exactly, and say how it should look. "The word NEIGHBORHOOD, lowercase serif, painted in cream enamel on the window glass" gives the model context for the letterforms, not just the spelling.
- Use common words and normal capitalization. Weird camelcase and invented brand names are the fastest way to get garbage glyphs.
- Match the material. Type painted on a wooden crate looks different from type embossed in leather. If you describe the lettering as a physical object on a surface, the model has something concrete to render.
Chalkboard and hand-lettered looks
Hand-lettered aesthetics are forgiving in the best way — small imperfections read as charm rather than error. The trick is to describe the tool and the medium rather than the font. "Chalk on a dusty slate board," "brush marker on butcher paper," "painted by hand with a slightly unsteady line" all push toward lettering that can wobble naturally.
Avoid asking for perfect hand-lettering. Slight irregularity is what makes it look handmade; asking for precision fights the medium.
The spacing problem nobody warns you about
Even when the model spells a word correctly, it often crowds it. Letters touch the edge of the sign. Type sits directly under a busy section of the background. Build breathing room into the prompt: "generous margin around the lettering," "clear space above the sign," "nothing overlapping the text area." Then double-check the result at full size, not as a thumbnail. Thumbnails hide crowding.
A quick checklist before you accept a result
- Zoom to 100% and read every word aloud.
- Check punctuation — periods and commas are the first things to mutate.
- Look at the spacing between letters, not just the letters themselves.
- Confirm nothing in the background cuts through the type.
- View it at the size it will actually be seen. Poster at arm's length, label at 3 inches.
When to stop fighting the model
If you've burned five generations trying to get a six-word headline right, you're not going to win. Switch to the two-pass method and move on. Time spent fighting type is time not spent on the parts of the image that actually need creative judgment — composition, light, color, mood.
If you want to try the two-pass approach from scratch, open the generator, prompt for a composition with a clear empty zone, and see how much easier the layout comes together when you stop asking for letterforms and start designing around them.