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Voor.ai

The unified studio for the best AI image & video models. One prompt. Every modality. Production quality in seconds.

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© 2026 Voor.ai. All rights reserved.Crafted for creators

Upload a poster, sign, label, screenshot, or photo. Replace one exact text region while preserving the original layout, subject, lighting, surface, and all untouched copy.

Generate

Example Image
Original · Lemon TartOriginal · Lemon Tart — Replace only the large center text "LEMON TART" with "BERRY TART". Keep "TODAY'S SPECIAL", "$6", the hand-painted type style, board, café, lighting, props, crop, and all non-target content unchanged.
Edited · Berry TartReplace only the large center text "LEMON TART" with "BERRY TART". Keep "TODAY'S SPECIAL", "$6", the hand-painted type style, board, café, lighting, props, crop, and all non-target content unchanged.

Generator examples

  • Replace only the large center text "LEMON TART" with "BERRY TART". Keep "TODAY'S SPECIAL", "$6", the hand-painted type style, board, café, lighting, props, crop, and all non-target content unchanged.Original · Lemon Tart — Replace only the large center text "LEMON TART" with "BERRY TART". Keep "TODAY'S SPECIAL", "$6", the hand-painted type style, board, café, lighting, props, crop, and all non-target content unchanged.

Replacement brief builder

Name the words. Lock everything else.

Build a narrow instruction here, then send it directly to the generator prompt above. Exact quoted copy is easier to inspect than “change the title.”

Generated instructionEditable after paste

Edit only the large centered headline at the top. Replace the exact visible text "SUMMER SALE" with "AUTUMN EDIT". Match the existing type style, weight, color, alignment, perspective, spacing, and surface texture. Preserve the person, product, logo, colors, lighting, background, crop, and all other text. Do not add any other words or redesign the image.

One named regionExact replacementExplicit preserve list
Vintage Luna Coffee poster with the original words Open Daily
Source“Open Daily”
Edited Luna Coffee poster with Open Daily replaced by Open Late
Edited“Open Late”

Real replacement evidence

The text changed. The poster still belongs to the same design.

This source/output pair makes one literal replacement: “OPEN DAILY” becomes “OPEN LATE.” The fictional café name, cup illustration, moon, frame, orange rules, palette, hierarchy, and letterpress character remain consistent. It shows the intended narrow-edit workflow without confusing text replacement with translation.

  1. 01
    Copy is the variable

    Quote the original and replacement. Do not ask the model to “improve the poster,” because that authorizes a redesign.

  2. 02
    Layout is a constraint

    Name the text box, alignment, line count, reading order, and maximum area the new phrase can occupy.

  3. 03
    Proofing is a separate step

    Read every character at 100%, then compare crop, illustration edges, border geometry, colors, and all untouched copy.

Review an AI text edit in four passes

A convincing thumbnail can hide a misspelling, changed price, bent logo, or reconstructed face. Separate the checks so visual quality does not distract from copy accuracy.

01 / Copy

Read every character

Compare capitalization, punctuation, accents, numbers, currency, date formats, URLs, and line breaks against the approved source.

02 / Type

Inspect the word shape

Check weight, letter spacing, baseline, alignment, perspective, outline, shadow, texture, and whether the replacement looks native to the surface.

03 / Preserve

Compare untouched pixels

Look at faces, hands, product edges, packaging geometry, logos, background objects, crop, lighting, and all text outside the target region.

04 / Delivery

Test the real size

View the image at the size and compression used by the store, ad, menu, post, or presentation. Small text that works at 100% may fail in context.

Use the AI image text editor for the right kind of change

Generative editing is strongest when text is fused into a photographed or illustrated surface. A normal design editor remains safer when the copy is already a selectable layer or must be reproduced exactly across many versions.

Poster, sign, or social image

Good fit when the original layout is flattened and the replacement should inherit print texture, perspective, lighting, or illustration style. Keep the edit to one text region per pass.

Product label or packaging mockup

Useful for a concept and visual review. Preserve package geometry and brand marks, but rebuild approved production artwork from source files before printing.

Menu, price card, or event date

Possible for a draft, but every digit, separator, and qualifier is high risk. Use a layout tool for the final asset when customers act on the information.

Screenshot or interface mockup

Useful for visualizing revised copy in context. Do not present the generated pixels as a functional interface, and keep the real UI text in code or design components.

Long paragraph or legal copy

Poor fit. Replace the content in an editable document or design file. Generated raster text is not searchable, accessible, selectable, or reliable enough for authoritative information.

Fix a failed replacement without widening the edit

When the first result is close, do not add a paragraph of unrelated style adjectives. Diagnose the visible failure and make the next instruction narrower.

The spelling is wrong

Repeat the exact replacement in quotation marks, ask for no additional words, and shorten the requested phrase if the text box is too small. For critical copy, place the final typography in a normal layout editor.

The new line does not fit

State the maximum number of lines and whether the model may reduce type size. If translation makes the phrase longer, approve a shorter localized version instead of squeezing unreadable copy into the old box.

The image changed outside the text

Return to the original source rather than editing the drifted result. Name one target region and strengthen the preserve list with the exact face, product, logo, color, crop, lighting, and neighboring text that moved.

AI text editor in image questions

How do I edit text in an image with AI?

Upload the original image, state the exact text that is visible now, state the exact replacement, identify where it appears, and list everything that must stay unchanged. Generate one controlled pass, then proofread the output at full size.

Can an AI image text editor preserve the original font?

It can often reconstruct a similar type style, weight, color, perspective, and surface treatment, but it does not extract or guarantee the original font file. Name visible font traits and review letterforms, spacing, and alignment rather than assuming a perfect match.

What images are easiest to edit?

Posters, signs, labels, menus, packaging, and social graphics with large legible text and a clean surrounding background are the best starting points. Tiny copy, glare, folds, low resolution, ornate lettering, and text crossing a face or complex texture need more review.

Can I replace text without changing the rest of the photo?

That is the goal of a preserve list. Tell the model to change only the named text region and preserve people, product geometry, logo placement, colors, lighting, texture, camera angle, crop, and all other copy. Generative edits can still drift, so compare the result against the source.

Does the tool support translated replacement text?

Yes. Enter the original phrase and the translated replacement as exact quoted copy. A translation can expand or contract, so also specify whether the text should fit the existing box, wrap to a second line, or use a slightly smaller size.

Why is the AI text misspelled?

Image generation is probabilistic, especially with long, small, curved, stylized, or low-contrast text. Keep each edit narrow, quote the exact replacement, request no extra text, and rerun or finish critical typography in a layout editor when exact copy is mandatory.

Can I use this as a photo text editor for legal or regulated material?

Use it only for a visual draft. Prices, ingredients, warnings, medical information, financial claims, dates, URLs, and legal lines need a source-of-truth layout file and human approval. Do not treat generated pixels as authoritative copy.

Which model does this page use?

The page opens GPT Image 2 because it supports image editing and text-rich visual work. The visible model selector remains available, so you can compare another compatible image-editing model while keeping the same replacement brief.

People also search for

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For a flattened image, use the generator and a narrow replacement brief. For selectable text or regulated copy, edit the source layout instead.

Replace the words, not the whole design

Upload the source, quote the exact replacement, name the text region, and protect every element that should stay unchanged.

Edit image text
Translate text in an imageRemove text from an imageOpen the AI photo editor