5 Best AI Tools for Editing and Fixing Text in Images

Overview : Which AI tools can edit existing text in an image?

Ideogram Plus is shown at monthly billing; Photoshop is an annual plan billed monthly. Free allowances vary by account.

Overview : How we tested existing image text

We created an AI-generated coffee advertisement for this comparison. It had a deliberate typo, a price panel, a tagline, and a deadline. The mug, beans, linen, and wood grain gave us surrounding details to inspect. Paper texture behind the headline made the repaired area visible.

Each edit started from the untouched original. The typo task had to keep “$18.” The price task had to keep the deliberate “COFEE” spelling. That let us check whether a tool followed one requested change without also rewriting unrelated copy.

In Studio, we also tried a second route: AI text removal followed by manual text placement and styling.

We inspected spelling, other visible copy, typography, placement, and surrounding details. The six correction outputs were 1254 × 1254 pixels; the Studio export was 1024 × 1024. None of the downloads had a visible watermark. The main composition, mug, beans, and fabric stayed visually consistent across the three tools at the scale we reviewed.

Original: COFEE

Ideogram 4.5: COFFEE

Ideogram Studio: manual text

ChatGPT: COFFEE

Firefly Image 5: COFFEE

Tool 1 : Ideogram: best for text edits and editable layouts

Ideogram gives you four ways to fix text: describe it in 4.5, mask it with Precise Edit, extract it with Layerize Text, or retype it in Studio. Pick by the job, from one new price to a headline your team will rewrite every month.

If the finished image needs more pixels for print, run it through Upscale.

What changed in our test: Ideogram 4.5 replaced “COFEE” with “COFFEE” in dark brown serif lettering. It kept the original letter height, as the prompt asked, and used the open space to the right for the extra letter. The tagline, $18 price, and November 30 deadline kept their wording.

For the separate price edit, we returned to the original image. Ideogram changed the panel to “$24” and left “COFEE” as requested. The new price used cream serif lettering that fitted the terracotta panel.

For a focused text region: Use Precise Edit when you want to mark which lettering changes. Add a mask over the word or price and describe the new text to limit the edit to that region.

Making the next wording change easier in Studio

For our Studio example, we removed the old word with AI, then typed “COFFEE” on a new text layer. We chose and adjusted the serif font, dark brown fill, size, and position ourselves. The result aligned closely with “BREAK” at the original left margin and matched its width most closely among our saved headline edits.

Original: embedded typo

Studio: erase, then manual text

This route suits a campaign that will need another headline next week. Keep the Studio project as well as the export, so the replacement text remains available to edit. Studio’s text panel also includes letter spacing, letter width, and Arc, Path, and Envelope shapes for lettering that needs to follow a curve.

Layerize Text detects existing lettering and recreates it as editable text layers. Use it to revise the wording, font, and placement after extraction.

Plan your edits: Plus pricing is $20 monthly, or $15 a month billed annually at $180, with 2,400 monthly priority credits and private generation. For a simple copy change, start with one output. Review the displayed credit cost before generating.

Tool 2 : Adobe Firefly: best for replacing detected text lines

Firefly’s Edit text interface detects lettering, outlines each line, and lets you type a replacement. Use it for a short update such as a date, headline, or price.

Selecting the replacement: In our test, we selected “COFEE,” entered “COFFEE,” and applied the change with Firefly Image 5.

How the headline fitted: Ideogram and ChatGPT kept the original letter height, as the prompt asked, and let “COFFEE” extend to the right. Firefly reduced the visible letter height by about 9%, producing a word roughly the width of “BREAK” with its left edge slightly past the margin. For a headline that must stay within that width, Ideogram’s Studio route gave the closest fit among our saved results.

The separate $24 edit left the deliberate typo and the rest of the offer wording unchanged.

Best source images: Use a sharp image with clear, horizontal Latin text. Select the line you want to change.

Free access in our test: Our signed-in account included free daily generations, and both saved edits used Firefly Image 5.

Tool 3 : ChatGPT Images: best for conversational text edits

If your team already drafts copy in ChatGPT, drop the graphic into the same chat and describe the fix.

For our headline edit, the instruction named “COFEE” and “COFFEE,” then asked it to keep “BREAK,” the price, and the deadline.

What the edits looked like: Both results followed those text instructions. “COFFEE” used similar dark brown serif lettering and extended farther right. The price result read “$24” while the headline still read “COFEE.”

Our ChatGPT downloads were 1254 × 1254 pixels, with no visible watermark. We used an existing Plus account for both edits.

ChatGPT also offers selected-area editing.

Tool 4 : Canva: best for text changes within marketing layouts

If you need to revise a flyer, add a new call to action, and prepare social variants, staying inside the design can save time over downloading one corrected image. Canva’s Grab Text turns detected lettering into editable text boxes for that kind of work.

Before you start: Grab Text prompted for Pro access when we opened it with the coffee graphic, so make sure your plan includes it. Once available, select the lettering, run Grab Text, and edit the resulting text boxes.

Font and layout fit: Use a clear image with straight Latin text, then review the detected words and suggested font. Adjust the type and clean up any remaining letter fragments before exporting. For curved lettering, remove the old words and use Studio’s Arc or Path text shapes, or retype in Photoshop. For non-Latin text, use an editor and font that support the required script.

Tool 5 : Photoshop: best for precise brand typography

A visual match can be enough for a one-off graphic. A brand system may require a particular typeface, weight, and spacing. Photoshop lets you handle the background repair and the new typography as two steps.

Repair, then retype: Select the old lettering, repair the area with Generative Fill, and place the approved wording on a type layer. Keep the layered project for later revisions. You will need access to the required font and may need to adjust perspective or surface effects manually.

Cost: Adobe lists the standalone app at US$22.99 a month on an annual plan billed monthly.

Reference : What our price comparison shows

Original: $18

Ideogram 4.5: $24

ChatGPT: $24

Firefly Image 5: $24

All three kept the terracotta panel and cream serif lettering. Ideogram spread “$24” across more of the panel; ChatGPT and Firefly stayed closer to the original horizontal placement. The lettering had a similar height in all three results. Before publishing, read the price, date, and qualifiers together as one offer.

Reference : Exact prompts and replacement text

These are the prompts used in our tests. Copy them and swap in your wording and details to keep; our text prompting guide covers how to specify lettering.

After that edit, we typed and styled the replacement through Studio’s Text tool.

Firefly inputs: We selected the detected text and entered “COFFEE” for the typo test or “$24” for the price test. Firefly takes the replacement text directly, so the longer prompts above apply to ChatGPT and Ideogram.

Reference : Preparing the edited image for print or commercial use

For print, use the pixel dimensions to calculate the size: Our 1254 × 1254 downloads support about 4.18 × 4.18 inches at 300 PPI. The 1024 × 1024 Studio export supports about 3.41 inches at the same density.

For a larger placement, start with a larger source or use Ideogram Upscale, then inspect the lettering at the final size. Changing PPI alone does not add pixels. Use your print provider’s specifications to choose the export size; our AI image upscalers comparison covers alternatives for that step.

For commercial work, check permissions for both the tool output and the source asset: Ideogram’s terms allow commercial use of user output. Use an image you own or have permission to edit, and make sure you hold the rights for any fonts, logos, photography, or artwork in the finished design. Editing the wording does not clear those underlying rights. See our commercial-use image generators guide for licensing and IP protection comparisons. This is general guidance, not legal advice.

Reference : How to choose the right workflow

For a quick typo or offer update: Start with a prompt-based correction or a dedicated text replacement control.

For repeated wording changes: Use text layers in a saved project. In Ideogram, extract the lettering with Layerize Text or add your own type in Studio. Canva Grab Text is another option if your team works in Canva.

For exact brand typography: Ask the designer for the source file and font name. If only a flat image is available, remove the old lettering and add the approved wording in an editor that supports that font.

For lettering that follows a curve: Studio’s Arc, Path, and Envelope text shapes let you bend new text to suit the layout. For photographed packaging, also match the perspective and surface lighting.

For a broader sequence of visual changes, our guide to editing product photos shows how to work through separate edits.

Reference : FAQs