Change brand names, bottle labels, cosmetic packaging, and pouch text on product photos without Photoshop or reshooting. AI preserves original fonts, 3D cylindrical curves, and lighting.
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Failed generations are automatically refunded.
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Have a product packaging photo or mockup but no original design file (.PSD/.AI)? PhotoTextEdit allows you to replace brand names, bottle labels, cosmetic jars, and pouch text directly in your browser. Generative AI analyzes typography, lighting highlights, and 3D cylindrical curves to replace lettering seamlessly without expensive studio reshoots.
All samples below are actual AI test results processed by PhotoTextEdit, demonstrating realistic lighting, textures, and typography. Click any preset to load and verify live.
Update vintage years, vineyard appellations, and volume on wine bottles while keeping natural glass curvature and highlights.
Update net weight and volume claims on skincare pump bottles while preserving 3D cylindrical geometry and reflections.
Seamlessly update flavors and ingredients on glass jar labels while keeping texture and packaging reflections.
Fast, non-destructive editing in three simple steps.
Upload your studio shot, Amazon/Shopify listing photo, or bottle mockup (PNG, JPG, WebP up to 10 MB).
Type the exact text on the label and your new text (e.g. DAY CREAM to NIGHT CREAM, or 2018 to 2022).
Download high-definition product imagery ready for Amazon, Shopify, or marketing campaigns.
Common questions about text replacement and accuracy
You can use an AI image text editor like PhotoTextEdit directly in your browser. Upload your flattened JPG or PNG packaging photo, enter the original words (such as a brand name, flavor, or claim), and type your replacement text. The AI inpainting model reconstructs the underlying surface and synthesizes new matching characters, preserving lighting, shadows, and packaging dielines without needing Photoshop layers or source files.
PhotoTextEdit is specifically built for this situation. When you only have a flat JPG or PNG packaging photo, the generative AI analyzes the typographic characteristics (font family, weight, stroke, letter spacing) and cylindrical lighting directly from surrounding pixels. You simply enter the existing text on the package and your desired replacement. It renders identical matching typography in-place without needing the original design file (.PSD or .AI) or vector dielines.
Yes, PhotoTextEdit is designed specifically for modifying text directly on product labels and packaging photos. It isolates the text region, removes the old lettering while reconstructing the background texture, and paints the new text with authentic print geometry.
Yes. PhotoTextEdit isolates only the selected typography area. It analyzes surrounding glass, plastic, or matte reflections and cylindrical 3D geometry to ensure the new text wraps naturally around bottles and jars while keeping the product photo's background, props, and lighting untouched.
Upload your bottle mockup, type the existing brand name in the original text box, and enter the new brand name. PhotoTextEdit synthesizes matching letterforms based on the surrounding typography, preserving font curvature and reflections.
Yes, that is the primary workflow for e-commerce and Amazon/Shopify brands. Instead of spending thousands of dollars on prototype manufacturing and studio reshoots, you can update product names, net weights, certification badges, or promotional copy directly on existing high-resolution photography.
Simply upload your mockup, enter the misspelled word in the original text field, and type the correct spelling in the replacement field. The AI replaces only the specified letters or words while keeping all other packaging elements crisp and untouched.
Ready to edit text in your photo? Upload and preview within seconds.
One-time credit packs, priced in USD. No subscription. Credits never expire.
$9.99
30 credits · $0.333 per edit
$19.99
75 credits · $0.267 per edit
$39.99
180 credits · $0.222 per edit
Credits never expire · Failed generations are automatically refunded · Commercial use included
Practical capabilities and transparent boundaries for e-commerce bottles, jars, and packaging photos.
Where our AI excels and delivers best-in-class output
Fine-tune vintage years and appellations on dark or clear glass bottles while preserving cylindrical curve and specular highlights.
Update net volume or formula claims on pump bottles, frosted jars, and acrylic packaging (e.g., NET 8 OZ to 10 OZ).
Rapidly swap flavor names across product variations (e.g., BERRY to MANGO) while preserving authentic label paper texture.
Avoid expensive studio reshoots and physical sampling by localizing packaging labels for Amazon, Shopify, or regional marketplaces.
Generative AI accurately models cylinder curvature, gloss finishes, and shadow falloff so replacement lettering wraps naturally.
Transparent guidance to save your time
Designed for flat photos and renders. For CAD packaging dielines and pre-press CMYK plate separation, use Adobe Illustrator.
Barcodes require strict scan contrast ratios. We recommend pasting a fresh digital code rather than AI inpainting optical codes.
Strictly prohibited: altering pharmaceutical batch numbers, organic certifications, or government regulatory stamps.
Text heights below 8 pixels or regions completely washed out by harsh specular glare lack sufficient structural information.
