AI Label Generator for Product Labels and Stickers

The label decides the canvas. Measure where it goes: the flat wall of a jar or bottle, a lid, the front of a box or bag. Then pick the nearest type here and set your exact size. The product label starts at 4 × 3 in for bottles, jars and boxes; the oval at 3 × 2 in for bottles and gift jars.

Five types start at the size of a blank Avery sheet, with the same corners, so the design prints on it as it is: 2.625 × 1 in address labels (Avery 5160, 30 to a sheet), 4 × 2 in wide labels (5163, 10 to a sheet), 3 × 2 in product labels (22822, 8 to a sheet), 2 × 2 in square labels (22806, 12 to a sheet) and 2.5 in round labels (22808, 9 to a sheet). Most of these sheets have rounded corners, from 0.1 to 0.2 in; the square and the round have none.

Bleed is the extra 1/8 in of background past the cut line, so a slightly shifted cut never shows a white edge. On a sheet, labels sit close together, so the label maker keeps only as much bleed as fits between them, and none where labels touch.

Very long labels are the hard case for an AI label maker. Image models draw up to a set width to height: GPT Image 2.5 up to 3 to 1, the others up to 21 to 9. For a label longer than that the generator names a model that can make it, or give a long wrap a front label instead.

Type every word you want on the label in a field: the brand or your name, the product name, the net quantity and anything else, such as Small Batch or an address line. Each field is sent to the model in quotes and printed as you type it. Words written in the description in double quotes are kept the same way, which suits an address label with three short lines.

Keep the words few and short. A 2 × 2 in sticker reads at arm’s length with two lines; a 4 × 3 in product label holds five or six. Small type is where models slip, so keep the smallest line at about 6 points (2 mm) or larger, and check every letter at full size before you print.

Need words that must be exact every time, such as an ingredient list, a barcode or Nutrition Facts? Leave them out of the AI label generator. Lay them out in the free label maker as vector text over the AI art, where they never change and stay sharp at any size.

Rules depend on what is inside. A food label needs the name of the food on the front panel (21 CFR 101.3), the net quantity in the bottom 30% of that panel (101.7) and the name and place of business of the maker, packer or distributor (101.5), plus ingredients and usually Nutrition Facts on the label as a whole. Cosmetics follow 21 CFR 701, and household goods such as candles follow the Federal Trade Commission (16 CFR 500).

The net quantity is the line people get wrong. For cosmetics, a solid is stated by weight with the words net weight, such as NET WT 0.15 OZ (4.25 g); a liquid in fluid ounces, where the word net is optional, such as 1 FL OZ (29.5 mL). Its letters grow with the front panel: at least 1/16 in on a panel of 5 square inches or less, 1/8 in up to 25, 3/16 in up to 100 (21 CFR 701.13). Foods use the same sizes.

An AI label generator draws the art and prints the words you give it; it doesn’t know your product’s rules. Type the net quantity the way the rule writes it, keep the required panels in the free label maker as exact text, and check the current rules before a large run. Address labels, gift tags and thank-you stickers on items you don’t sell need none of this. This is a summary, not legal advice.

Start with what the label is for and who sees it: “a mango chili jam for a farmers market stall” gives the model far more than “nice jar label”. Then add the look: two or three colors, an illustration style such as linocut, watercolor or retro sunburst, and the type, such as a bold slab serif or a clean sans serif.

Add a reference image when you have one: your logo, a sketch, a photo of the product or a mood board. GPT Image 2.5 takes up to 3 next to the label’s outline, and the other models more. A model reads a reference for its look and shapes, so a logo comes out close to yours, not traced.

GPT Image 2.5 Sunburst (10 credits at 1K) is the default for small, exact text and fine detail, and Flare is a little faster at the same price. Seedream 5.0 Pro (11 credits) is good at paper, lace and foil looks, Nano Banana 2.1 (from 8 credits) follows a style you already use, and Muse Image makes 2 credit drafts; keep its text to three short lines.

Each design is made at its label’s size. Open it to download a print PDF at the trim size plus 1/8 in bleed, with a TrimBox and a CutContour cut line on its own layer for a print shop or a print and cut machine, or a 300 dpi PNG.

To print at home or in the office, press Text & barcode under the design. It opens in our free label maker on its Avery sheet when the size matches: add a barcode from the UPC barcode generator engine, a list of names or a serial number per label, choose where on the sheet to start and print a plain paper test first. It also exports SVG, PNG and a Cricut Print Then Cut file.

Already laid out a label there? Its Design with AI button brings it to this AI label maker at its own size: keep your layout in a new style, or ask for background art alone and keep your text and barcode as exact vectors on top.

Each design costs credits by model and resolution, from 2 credits for a Muse Image draft to 22 for Seedream 5.0 Pro at 2K; plans start at 800 credits a month (pricing), and a failed run returns its credits. Labels for wine, candles or supplements? Those pages know their rules: AI wine label design, AI candle label design and AI supplement label design.