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AI Label Generator

Turn a product brief into label design concepts with an AI label generator. Explore decorative artwork, color and visual hierarchy for jars, bottles or boxes, then prepare accurate copy and production files in a design tool.

Try a Product Label Direction

Start with the selected reference and starter prompt, or replace the reference with an image you have permission to use.

From a Brief to a Reviewed Concept

  1. 1

    Describe the product and surface

    Start with the selected candle reference, or use a reference you own. Describe the container, label shape, decorative style, palette and areas to leave clear for text.

  2. 2

    Compare the visual direction

    Choose Generate label concept. Review contrast, placement and the amount of space available for the product name and required information.

  3. 3

    Typeset and proof for printing

    Rebuild the selected direction in a layout tool. Add verified product copy, genuine barcodes, dimensions and printer-specified bleed, then inspect a physical proof.

What to Explore and Check

Bottle and Jar Labels

Explore artwork and a visual hierarchy for cylindrical containers. Check actual label dimensions and how the design wraps before committing to production.

Blank Space for Accurate Copy

Ask for reserved text areas when exact wording matters. Typeset ingredients, warnings and other required information separately using verified source copy.

Packaging Direction Before Production

Use concepts to compare decorative styles. A generated image does not establish a dieline, a scannable barcode or regulatory compliance.

Questions Before You Start

Can I print the generated label directly?

Treat it as a design concept. A layout or prepress tool is needed to set real dimensions, bleed, color settings and accurate type to your printer’s requirements.

Can it create ingredient lists or valid barcodes?

Do not rely on generated text for ingredients, warnings or barcode data. Use verified product information and a proper barcode workflow, then check the finished artwork.

How is this different from a mockup generator?

This page focuses on the label artwork and information hierarchy. A mockup workflow helps visualize how an approved design may look on a product.

What should I check before commercial use?

Astorie grants commercial rights for outputs generated on paid plans, subject to the underlying model provider’s terms and your rights to the inputs. Free-plan outputs are for personal, non-commercial evaluation; upgrading applies to new generations going forward. Review the current commercial-use policy before selling or delivering work.

How are reference uploads handled?

Under the default consumer, free, pro and team terms, Astorie may use uploads, prompts and outputs for training and improvement. Model providers have separate policies. Enterprise training opt-out requires a separate written agreement. Project files are retained for the workflow, and deletion may not remove data already used in training or derived datasets. Check the current policy before uploading sensitive material.

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Explore Your Next Direction

Start with the reference, refine the brief and review the image before taking the idea into production.

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