Three scenarios. If you ship side projects, you have hit at least one:
App Store Connect wants a screenshot set per language. The mockups are already composed; only the copy changes between sets.
You want to A/B two headlines on a landing page. The image is done except for that one line of text.
An AI-generated OG image looks great until you zoom in and a word is missing a letter. Regenerate? The whole image changes.
The common thread: the image exists and the source file does not. AI-generated images never had one. Screenshots somebody sent you never had one. That event poster from six months ago — its designer is unreachable.
The three old workarounds, each expensive in its own way
Reopen the design file. There is no file. Next.
Photoshop. Content-aware fill the old text out, hunt for a matching font, match the perspective, rebuild the lighting. Doable — and it is a designer's job. Faced with opening Photoshop over one word, most people just leave the typo in.
Regenerate. Especially tempting for AI images, and especially wasteful: text-to-image is not reproducible. You get a new composition, new colors, new everything — you did not want a new image, you wanted the right word in this one.
Change the text, touch nothing else
A category of tools has appeared that does exactly one job: replace the text in a finished image and leave the rest alone. edittextimage.com is one of them — there is even a dedicated flow for fixing text in AI-generated images.
Three steps: upload the image, type the original text and the replacement, wait. The model rewrites that line in the original font, color, size and perspective while the background stays put. The site quotes 30–60 seconds per edit; I have not timed it, but it will beat opening Photoshop by any measure.
The other numbers are on the page: 2K output (the one free try renders at 1K, ~1024px on the long edge); PNG, JPEG or WebP up to 10MB.
Pricing is one-time credit packs, not a subscription:
| Pack | Price | Edits | Per edit |
|---|---|---|---|
| Starter | $14.90 | 40 | ~$0.37 |
| Pro | $26.90 | 100 | ~$0.27 |
| Studio | $39.90 | 180 | ~$0.22 |
Credits never expire, failed generations are refunded automatically, and the results are cleared for commercial use.
My math: most projects edit a handful of images a year. At that volume a monthly plan makes no sense. $14.90 once, used over years, beats one more subscription quietly charging every month. Tally it in the cost estimator — it lands in the one-time column, not the monthly one.
More useful than the pitch: what it refuses to do
The site has a section titled, more or less, "when EditTextImage is not the right tool":
- Designing a graphic from scratch. It only edits text that is already in an image; layout is Canva's job
- Tiny or pixel-art text. There is no room to redraw the strokes
- Changing part of a longer word. The model cannot tell where the change should stop — most visibly in connected scripts like Arabic and Persian
- PDFs. Single images only; export the page first
- The Pro model only handles aspect ratios between 1:3 and 3:1, so no panoramas
One more red line, and I think it is worth copying down: no IDs, no passports, no stamped official documents, no bank statements. Edits meant to deceive get the account terminated without a refund, and request logs are kept. A tool that can replace any text in any image carries forgery potential by default. This one welds that door shut in writing, which says more about it than the feature list. If you use it for work, know where the line is.
The rule, in one sentence
The image exists, the source file does not, and only the words need to change: this is the tool.
The source file exists: go edit it and re-export. That is the only path that loses nothing.
The layout, colors or composition need to change: that is a design tool's job. Do not make an AI redraw your strokes.
Finally
A launch checklist covers the server, the domain, HTTPS — and stops there. But images are launch material too: OG images, store screenshots, the UI shots in your docs. Every product revision drags all of them along.
The longer this waits, the more it costs. Images pile up, source files drift further away, and eventually all you hold is a flattened PNG. Before your next release, dig out the old screenshots and look at them closely. There may be a typo waiting. As for whether it is worth opening Photoshop over — you now have a much cheaper option.