How to label AI-generated product images on Shopify

Shopify merchants are shipping AI-generated product images at scale — synthetic model shots, AI-swapped backgrounds, generated lifestyle scenes, seasonal campaign variants. The production upside is real. The compliance and trust problem is that shoppers can't tell what was photographed and what was generated, and the EU AI Act now requires that they can.

This guide walks through exactly how to add visible AI labels to Shopify product photos: the audit, the wording, the placement, the technical rollout, and the mistakes we see most often. It's written for merchants preparing for the EU AI Act on August 2, 2026, but the same workflow doubles as a trust signal for any store using generative imagery.

Why AI product-photo labels matter for Shopify stores

Under Article 50 of the EU AI Act, providers and deployers of generative AI systems have to make it clear when content is artificially generated or manipulated. For an ecommerce brand, the practical implication is simple: if your product photo is AI-generated or materially AI-altered, EU shoppers need to be able to tell — clearly, at first exposure, without digging.

There are three converging reasons to solve this now, not in Q3 2026:

• Regulatory: Article 50 disclosure obligations apply from August 2, 2026, with fines up to €15M or 3% of global turnover under the AI Act's penalty regime.
• Marketplace pressure: Platforms and payment providers are increasingly expecting AI disclosure as part of their trust and safety policies.
• Consumer trust: Shoppers who spot undisclosed AI photos after purchase drive returns, chargebacks, and negative reviews.

Manual approaches vs a dedicated app

You have four options today for adding an AI label to Shopify product photos. Only one of them scales past a handful of products.

The 5-step EU AI Label workflow

1. Install the Shopify app. No Liquid edits, no theme fork. Installs via Shopify's app permissions flow.
2. Audit and tag product photos. Use the internal dashboard to mark which images are AI-generated, AI-altered, or fully photographic. You control what's labeled.
3. Choose label text. Start with AI-generated image or AI-altered photo. Custom text is available on paid plans (see pricing).
4. Preview placement. Position, contrast, and mobile view are previewed before publishing. The default is top-right of the image, per the EU Code of Practice on Transparency.
5. Publish through the theme app extension. Labels appear on the storefront within seconds and stay in place across theme updates.

Best practices from the EU Code of Practice

The EU Code of Practice on Transparency of AI-Generated Content is the closest thing we have to an operational spec for what "clearly labeled" actually means. Applied to Shopify product pages, that translates to:

• Text labels beat icon-only labels — user testing showed a significant preference gap.
• Place the label on or immediately next to the product photo. Not in a hidden accordion.
• Meet WCAG 2.1 AA contrast (4.5:1 minimum) so the label is readable on light and dark images.
• Keep it visible at first exposure — no hover, no click required.
• On mobile, verify labels don't collide with carousel dots or wishlist icons.
• Ensure screen readers announce the label via an accessible name.

For the full placement rulebook, see Where should AI labels appear on Shopify product pages?.

Choosing the right label wording

Wording matters more than most merchants think. "Enhanced", "virtual", or "creative representation" don't tell a shopper the image is AI. Use language that a shopper without any AI background can parse in one glance. Our recommended defaults:

• AI-generated image — the whole scene is AI-created.
• AI-altered photo — a real photo, materially modified with AI.
• Contains AI-generated product photo — used at the product-card level when at least one photo in the gallery is AI.

The full guide on wording, including labels to avoid and multilingual variants, lives in Examples of AI labels for Shopify product photos. If you're unsure whether to call an image "generated" or "altered", read AI-generated vs AI-altered product photos.

Reference icons and image packs

If your brand wants to pair text with an official visual mark, two reference sets are worth knowing about — both are free to download. We've collected them on the labels page with direct downloads:

• EU icons for labelling AI-generated content — the European Commission's official icon set.
• ai-label.org — an open, community-maintained AI label image pack.

Common mistakes to avoid

• Burying the disclosure inside a "Details" or "Shipping" accordion tab.
• Using a tiny icon in the corner without any accompanying text.
• Only labeling the primary image but leaving generated alt images unmarked.
• Applying the label globally instead of per-photo (misleading on real photos).
• Forgetting to check the mobile product carousel — that's where 70%+ of traffic converts.

Suggested rollout order

You don't need to label your entire catalog on day one. A pragmatic sequence for stores with a few hundred to a few thousand SKUs:

1. Best-sellers and hero campaign products first — highest traffic, highest risk.
2. New product launches — build the label into the launch checklist.
3. Category-level backfill — one collection per week.
4. Ongoing: enforce "label on upload" as part of your PDP QA.

This is exactly the sequence the Shopify AI Act product-photo checklist walks through, step by step.

Ready to start?

EU AI Label launches August 1, 2026, one day before the EU AI Act Article 50 deadline. Early access is capped at 20 founding Shopify merchants with locked-in pricing and direct input on the product roadmap. Agencies and theme developers — collaboration terms live on the partners page.

Install EU AI Label on Shopify, or read the full 12-point checklist to see what an end-to-end Shopify AI product-photo labeling workflow looks like.

FAQ

Frequently asked questions