--- title: "EU AI Act: EU AI Label vs LabelAI Comparison" description: "EU AI Act deployer comparison: EU AI Label vs LabelAI on Shopify. Scanners vs declaration workflows, CoP labels, pricing, and what Article 50 requires." lang: en json-ld: | { "@context": "https://schema.org", "@type": "BlogPosting", "@id": "https://euailabel.app/blog/eu-ai-label-vs-labelai-discovery-engine-or-deployer-workflow#article", "url": "https://euailabel.app/blog/eu-ai-label-vs-labelai-discovery-engine-or-deployer-workflow", "mainEntityOfPage": { "@type": "WebPage", "@id": "https://euailabel.app/blog/eu-ai-label-vs-labelai-discovery-engine-or-deployer-workflow" }, "headline": "EU AI Label vs LabelAI: Discovery Engine or Deployer Workflow?", "datePublished": "2026-08-20T09:56:00-05:00", "dateModified": "2026-08-20T09:56:00-05:00", "image": [ "https://dropinblog.net/34265874/files/featured/eu-ai-label-vs-labelai-glass-bubbly.png" ], "author": { "@type": "Person", "@id": "https://euailabel.app/blog/author/alexander#person", "name": "Damian Klimarczyk", "url": "https://euailabel.app/blog/author/alexander" }, "wordCount": 2047, "description": "EU AI Act deployer comparison: EU AI Label vs LabelAI on Shopify. Scanners vs declaration workflows, CoP labels, pricing, and what Article 50 requires.", "articleBody": "Summer 2026 produced two Shopify apps for the same deadline — 2 August 2026 , when Article 50 deployer transparency rules bite for many AI product photos sold to EU shoppers. LabelAI (by BEK Service GmbH) and EU AI Label both overlay badges on product images without editing theme code. That surface similarity hides a deeper split under the EU AI Act : one app tries to find AI images for you; the other assumes you already know what you published and builds a disclosure workflow around that. This is not a “which app is best” scorecard. It is a deployer decision guide: what Article 50 actually asks merchants to do, where auto-scanning helps, where it misleads, and which tool fits your catalog economics. Not legal advice. Confirm obligations with counsel for your store. The fork: two theories of Article 50 tooling School Representative app Starting question Discovery-first LabelAI “Which images in my shop might be AI-generated?” Declaration-first EU AI Label “Which product photos did I knowingly generate or materially alter with AI?” Both end with a visible storefront badge. The workflow before the badge is completely different — and that workflow is where compliance risk actually lives. LabelAI scans product and file images for signals of AI generation: content-credential metadata, known AI-tool filename patterns, and alt-text hints. You review suggestions, see a confidence indicator and reasons, confirm or reject, and enable a theme embed so labeled images show a badge across the storefront. EU AI Label does not position scanning as the compliance center. Merchants classify photos as AI-generated or AI-modified (individually or in bulk), pick Code of Practice–aligned presets, publish overlays via a theme app extension, export classification history to CSV, and optionally publish a public Compliance Hub at /pages/ai-transparency . Neither approach replaces legal counsel. Both can support transparency workflows under the EU AI Act . The question is which failure mode you are trying to avoid. What Article 50 asks deployers Under Regulation (EU) 2024/1689 Article 50(4)/(5), deployers (merchants publishing under their brand) must disclose AI-generated or artificially manipulated content in a clear, distinguishable, accessible way at first exposure . For product photos, that means a human-readable label on the image — not a policy page alone, not hover-only disclosure, not metadata shoppers never see. Machine-readable provenance (C2PA, IPTC) is mainly a provider conversation (Article 50(2)). Shopify’s upload and CDN pipeline often re-encodes and strips embedded metadata . A scanner that reads file metadata is useful for inventory and audit — but metadata survival is not the deployer test shoppers face on the product page. LabelAI: strengths and blind spots What LabelAI does well LabelAI’s pitch is genuinely differentiated on the App Store today: Unlimited AI image scanning even on the free plan — good for “what did we forget?” audits across product images and the file library. Auto-suggestions with reasons and a confidence indicator — faster than manually opening every SKU. Bulk confirm all suggestions on Pro — operational speed when scan quality is high. Unlimited labeled images on Pro ($9. 99/mo or $99/yr) — flat economics for catalogs where most photos are AI. Five storefront languages listed on the App Store: English, German, French, Spanish, Italian. No theme code — theme editor embed, same overlay class as competitors. For a merchant who inherited a messy media library, lost track of which creatives came from Midjourney, or onboarded hundreds of SKUs from an agency without provenance notes, discovery-first tooling has real value . Where the discovery model strains Filename patterns and alt-text are not evidence. midjourney_v4_hero. jpg is a hint, not proof. Alt text is merchant-written and can be wrong or empty. Auto-labeling from weak signals risks false positives — disclosing images that were not AI-generated. Metadata scanning hits Shopify reality. If C2PA/IPTC survived upload, scanning is smart. If the CDN stripped it — common on Shopify — the scanner under-reports while the deployer duty still applies to images you know you made with AI. “AI-generated” vs “AI-modified” matters. Article 50 and the EU Code of Practice distinguish generated content from materially manipulated photos. LabelAI’s public messaging centers AI-generated disclosure. Merchants using AI background swaps, synthetic models, or heavy generative retouch on real photography need a clear modified path — not only a “generated” badge. Scan success ≠ disclosure quality. An app can find images and still ship icon-only badges, low-contrast pills, or disclosures that fail Code of Practice user-testing guidance (text-first labels perform better than icon-only). No public Compliance Hub listed — discovery and badge, not a canonical deployer transparency URL for regulators or journalists. LabelAI is a strong audit and triage story. Treating the confidence score as a legal safe harbor is the mistake. EU AI Label: strengths and blind spots What EU AI Label does well EU AI Label bets on merchant declaration + enforced disclosure quality : AI-generated and AI-modified presets aligned with Code of Practice language ( AI + GENERATED / AI + MODIFIED templates). CoP guardrails — text-first labels, contrast checks, no icon-only primary disclosure, default top-right placement clear of sale badges. Localized storefront badges and accessible tooltips — disclosure understandable in the shopper’s language (English, German, French on App Store; broader EU locales on the product roadmap). Bulk classification in admin — tag many photos without a scanner, when you know your pipeline. CSV classification history — deployer audit trail with export. Compliance Hub — toggle publishes /pages/ai-transparency naming the merchant as deployer, explaining labeling approach, linking to the labeling log. WordPress / WooCommerce companion plugin — same workflow off Shopify. EU AI Icon — burned-in labels for email, ads, and marketplaces where overlays do not travel. Partners program for agencies running multiple stores. Overlay rendering does not modify catalog files — uninstall removes badges. Original assets stay as uploaded. Where the declaration model strains No shop-wide AI scanner — if you genuinely do not know which legacy images are AI, EU AI Label does not auto-discover them from metadata or filenames. You classify what you know; audit gaps remain your process problem. Per active labeled photo pricing — economical when only part of the catalog is AI (Free: 10, Starter $7: 100, Growth $15: 500, Pro $29: 2,000, Scale $49: 10,000). A store labeling every product photo may pay more than LabelAI’s unlimited Pro tier. Merchant discipline required — declaration-first only works if ops actually tags new AI shots on ingest. No scanner nudging you about forgotten files. EU AI Label is a publication and governance story. It does not pretend filename heuristics replace merchant knowledge. Side-by-side deployer workflow comparison Dimension LabelAI EU AI Label Core philosophy Find likely AI images, confirm, badge Merchant declares AI photos, badge with guardrails AI auto-scan Yes — metadata, filenames, alt-text Not positioned as compliance center Confidence / reasons UI Yes No (merchant-driven classification) AI-generated label Yes Yes AI-modified / altered label Not emphasized in listing Yes — distinct preset Bulk workflow Bulk confirm suggestions (Pro) Bulk select + classify in admin Storefront rendering Theme embed overlay Theme app extension overlay Edits image files No No Localized shopper text 5 languages listed EN/DE/FR + expanding EU locales Accessible tooltips Not highlighted on listing Yes — hover/tap detail layer WCAG / contrast guardrails Not listed Yes — CoP-driven validation Audit export Not listed CSV classification history Public transparency page Not listed Compliance Hub /pages/ai-transparency WordPress / WooCommerce Shopify only Companion plugin Off-store burned-in labels Not listed euaiicon. com Agency / multi-store Not listed Partners program Free tier 10 labels + unlimited scan 10 active labeled photos Paid headline $9. 99/mo unlimited labels Scales by labeled photo count ($7–$49/mo) Verify live App Store pricing before purchase — both apps were new in 2026 with zero reviews at time of writing. The metadata mirage LabelAI’s scan stack is intellectually honest about where AI might hide: credentials in files, tool fingerprints in names, hints in alt text. That is legitimate forensics . The deployer obligation under the EU AI Act is different: what does the shopper see on the product page at first exposure? Signal Good for Weak for C2PA / content credentials in file Audit, provider workflows Storefront disclosure if stripped on CDN Filename patterns ( dalle , mj_ , etc.) Triage Proof — trivial to rename Alt text Workflow reminders Evidence — merchant-controlled Visible text badge on live PDP Article 50(4)/(5) deployer test Nothing — this is the center A merchant who runs LabelAI, confirms every suggestion, and publishes readable badges has a workflow. A merchant who runs LabelAI, trusts confidence scores blindly, and ships tiny icon-only badges has activity , not necessarily disclosure . Pricing logic: unlimited labels vs counted labels LabelAI Pro wins on simplicity: one price, unlimited labeled images, unlimited scan. If you are an AI-native brand where most catalog photos are synthetic and you want flat billing, the math is obvious. EU AI Label wins when AI is a subset of a large catalog — 2,000 SKUs, 40 AI hero shots. You pay for active labeled photos, not total images. A 500-SKU consumables brand refreshing 30 AI seasonal shots pays Growth-tier pricing, not “label everything” economics. Catalog shape Likely cheaper fit AI-heavy catalog (majority of photos synthetic) LabelAI Pro unlimited Mixed catalog (AI subset, many real photos) EU AI Label tiered Agency, 12 client stores EU AI Label partners + per-store counts “I need to find forgotten AI first” LabelAI scan (any tier) Can you combine them? Practically, yes — and saying so is more honest than pretending one app solves every layer: LabelAI scan → triage file library and surface forgotten AI assets. Merchant review → confirm generated vs modified vs false positive with human judgment. EU AI Label → publish CoP-guardrailed overlays, Compliance Hub, CSV audit, EU locales. EU AI Icon → burn labels into email and social files that leave Shopify. That is two subscriptions. Many merchants will pick one. The combined path is for teams that want discovery + governance without treating scan output as legal conclusion. Decision matrix You are… Start with Inherited messy media library, unsure what is AI LabelAI scan → manual review Know your AI pipeline, need publish workflow + audit EU AI Label Heavy AI-modified photography (not full generation) EU AI Label (modified preset + guardrails) Labeling hundreds of AI photos, flat budget LabelAI Pro unlimited Labeling dozens of AI photos in a large catalog EU AI Label counted tiers WooCommerce or WordPress catalog EU AI Label plugin Need public /pages/ai-transparency deployer page EU AI Label Compliance Hub Email / Instagram assets need burned-in labels EU AI Icon (either stack) Agency running multiple Shopify stores EU AI Label partners Fair acknowledgment LabelAI shipped a real idea the market needed: most merchants do not have perfect provenance hygiene . Scanning filenames and surviving metadata beats pretending every store owner remembers which ZIP came from Firefly. BEK Service GmbH’s marketing background shows in a product that leads with operational discovery — not legal theater. EU AI Label’s bet is that disclosure quality and deployer governance outlive the scan — generated vs modified language, text-first CoP alignment, accessibility, audit surfaces, and commerce-specific surfaces (Compliance Hub, WooCommerce, off-store burn-in). Different job, overlapping storefront outcome. FAQ Is LabelAI “better” because it scans? Not automatically. Scanning helps find candidates. Article 50 still requires clear visible disclosure on images you publish. Scanning without review creates false labels; scanning without readable badges creates invisible compliance theater. Is EU AI Label “better” because it has a Compliance Hub? The Hub is governance — useful for deployer transparency storytelling, not a substitute for on-image labels. EU AI Label does both. LabelAI focuses on find-and-badge; choose based on whether you need the Hub and CSV audit workflow. Do I need both AI-generated and AI-modified labels? If your pipeline includes both full synthetic renders and heavy AI alteration of real photos, your workflow should distinguish them. Code of Practice guidance treats generated vs manipulated as distinct disclosure contexts. Confirm borderline retouch cases with counsel. Does either app make me legally compliant? No Shopify app guarantees compliance. Both support transparency workflows under the EU AI Act . Counsel still decides scope for your products and markets. What about IPTC and C2PA? Useful for provenance and provider tooling. Not a deployer substitute for visible labels on the product page. See euailabel. app/faq . Where is the Shopify checklist? euailabel. app/shopify-ai-act-checklist Get started Run a declaration-first Article 50 workflow on Shopify with EU AI Label — or audit your library with LabelAI first if discovery is the gap. Burn a free one-off labeled asset at euaiicon. com . More deployer myths: FAQ . EU AI Label supports transparency workflows under Regulation (EU) 2024/1689 Article 50. It is not legal advice and does not guarantee compliance. LabelAI is a separate product by BEK Service GmbH; features and pricing reflect public App Store listings at time of writing." } --- [![EU AI Label](/__l5e/assets-v1/d5d9db83-2ed8-419b-b4a9-dce02dda5411/eu-ai-label-mark.svg)EU AI Label ](/) [Labels](/labels)[Pricing](/pricing)[For agencies](/partners)[Blog](/blog)[EU AI Act](/compliance-hub)[Glossary](/ai-act-glossary)[FAQ](/faq)[Support](/support) en [![WordPress plugin](/__l5e/assets-v1/7aa763cf-c5f1-492b-a10f-b8743b1d33f7/wordpress-icon.png)](https://wordpress.org/plugins/eu-ai-label/ "WordPress & WooCommerce plugin")[![Find it on Shopify](/__l5e/assets-v1/19e0a3b1-2d2f-4bfc-b4db-def25867ef21/find-on-shopify.svg)](https://apps.shopify.com/eu-ai-label) - [](# "Search for...") - [](https://euailabel.app/blog) - [EU AI Label App vs Badge Apps](https://euailabel.app/blog/category/eu-ai-label-app-vs-badge-apps) - [EU AI Act (Article 50)](https://euailabel.app/blog/category/eu-ai-act-article-50) - [EU AI Label App vs Compliance Apps](https://euailabel.app/blog/category/eu-ai-label-app-vs-compliance-apps) [](#)[](#) [✕](# "Close") ![EU AI Label vs LabelAI: Discovery Engine or Deployer Workflow?](https://dropinblog.net/cdn-cgi/image/fit=scale-down,format=auto,width=700/34265874/files/featured/eu-ai-label-vs-labelai-glass-bubbly.png) # EU AI Label vs LabelAI: Discovery Engine or Deployer Workflow? _![Damian Klimarczyk](https://dropinblog.net/cdn-cgi/image/fit=scale-down,width=100/34265874/authors/damian-avatar-MREQDXI_.png)_[Damian Klimarczyk](https://euailabel.app/blog/author/alexander) [English](https://euailabel.app/blog/category/english) | [EU AI Act (Article 50)](https://euailabel.app/blog/category/eu-ai-act-article-50) | [EU AI Label App vs Compliance Apps](https://euailabel.app/blog/category/eu-ai-label-app-vs-compliance-apps) August 20th, 2026 11 minute read Listen to article 1x 11:18 Audio generated by DropInBlog's Blog Voice AI™ may have slight pronunciation nuances. [Learn more](https://dropinblog.com/ai-voice/) ## Table of Contents - [The fork: two theories of Article 50 tooling](#the-fork-two-theories-of-article-50-tooling-1) - [What Article 50 asks deployers](#what-article-50-asks-deployers-2) - [LabelAI: strengths and blind spots](#labelai-strengths-and-blind-spots-3) - [What LabelAI does well](#what-labelai-does-well-4) - [Where the discovery model strains](#where-the-discovery-model-strains-5) - [EU AI Label: strengths and blind spots](#eu-ai-label-strengths-and-blind-spots-6) - [What EU AI Label does well](#what-eu-ai-label-does-well-7) - [Where the declaration model strains](#where-the-declaration-model-strains-8) - [Side-by-side deployer workflow comparison](#side-by-side-deployer-workflow-comparison-9) - [The metadata mirage](#the-metadata-mirage-10) - [Pricing logic: unlimited labels vs counted labels](#pricing-logic-unlimited-labels-vs-counted-labels-11) - [Can you combine them?](#can-you-combine-them-12) - [Decision matrix](#decision-matrix-13) - [Fair acknowledgment](#fair-acknowledgment-14) - [FAQ](#faq-15) - [Is LabelAI “better” because it scans?](#is-labelai-better-because-it-scans-16) - [Is EU AI Label “better” because it has a Compliance Hub?](#is-eu-ai-label-better-because-it-has-a-compliance-hub-17) - [Do I need both AI-generated and AI-modified labels?](#do-i-need-both-ai-generated-and-ai-modified-labels-18) - [Does either app make me legally compliant?](#does-either-app-make-me-legally-compliant-19) - [What about IPTC and C2PA?](#what-about-iptc-and-c2pa-20) - [Where is the Shopify checklist?](#where-is-the-shopify-checklist-21) - [Get started](#get-started-22) Summer 2026 produced two Shopify apps for the same deadline — **2 August 2026**, when Article 50 deployer transparency rules bite for many AI product photos sold to EU shoppers. [LabelAI](https://apps.shopify.com/labelai-ai-image-disclosure) (by BEK Service GmbH) and [EU AI Label](https://euailabel.app/) both overlay badges on product images without editing theme code. That surface similarity hides a deeper split under the **EU AI Act**: **one app tries to find AI images for you; the other assumes you already know what you published and builds a disclosure workflow around that.** This is not a “which app is best” scorecard. It is a deployer decision guide: what Article 50 actually asks merchants to do, where auto-scanning helps, where it misleads, and which tool fits your catalog economics. _Not legal advice. Confirm obligations with counsel for your store._ _![](https://dropinblog.net/cdn-cgi/image/fit=scale-down,width=700/34265874/files/featured/eu-ai-label-vs-labelai-glass-bubbly.png)_ ## The fork: two theories of Article 50 tooling School Representative app Starting question **Discovery-first** LabelAI “Which images in my shop might be AI-generated?” **Declaration-first** EU AI Label “Which product photos did I knowingly generate or materially alter with AI?” Both end with a visible storefront badge. The workflow _before_ the badge is completely different — and that workflow is where compliance risk actually lives. **LabelAI** scans product and file images for signals of AI generation: content-credential metadata, known AI-tool filename patterns, and alt-text hints. You review suggestions, see a confidence indicator and reasons, confirm or reject, and enable a theme embed so labeled images show a badge across the storefront. **EU AI Label** does not position scanning as the compliance center. Merchants classify photos as **AI-generated** or **AI-modified** (individually or in bulk), pick Code of Practice–aligned presets, publish overlays via a theme app extension, export classification history to CSV, and optionally publish a public Compliance Hub at `/pages/ai-transparency`. Neither approach replaces legal counsel. Both can support transparency workflows under the **EU AI Act**. The question is which failure mode you are trying to avoid. ## What Article 50 asks deployers Under Regulation (EU) 2024/1689 Article 50(4)/(5), **deployers** (merchants publishing under their brand) must disclose AI-generated or artificially manipulated content in a **clear, distinguishable, accessible** way **at first exposure**. For product photos, that means a **human-readable label on the image** — not a policy page alone, not hover-only disclosure, not metadata shoppers never see. Machine-readable provenance (C2PA, IPTC) is mainly a **provider** conversation (Article 50(2)). Shopify’s upload and CDN pipeline often **re-encodes and strips embedded metadata**. A scanner that reads file metadata is useful for **inventory and audit** — but metadata survival is not the deployer test shoppers face on the product page. ## LabelAI: strengths and blind spots ### What LabelAI does well LabelAI’s pitch is genuinely differentiated on the App Store today: - **Unlimited AI image scanning** even on the free plan — good for “what did we forget?” audits across product images and the file library. - **Auto-suggestions with reasons** and a **confidence indicator** — faster than manually opening every SKU. - **Bulk confirm all suggestions** on Pro — operational speed when scan quality is high. - **Unlimited labeled images** on Pro ($9.99/mo or $99/yr) — flat economics for catalogs where most photos are AI. - **Five storefront languages** listed on the App Store: English, German, French, Spanish, Italian. - **No theme code** — theme editor embed, same overlay class as competitors. For a merchant who inherited a messy media library, lost track of which creatives came from Midjourney, or onboarded hundreds of SKUs from an agency without provenance notes, **discovery-first tooling has real value**. ### Where the discovery model strains 1. **Filename patterns and alt-text are not evidence.** `midjourney_v4_hero.jpg` is a hint, not proof. Alt text is merchant-written and can be wrong or empty. Auto-labeling from weak signals risks **false positives** — disclosing images that were not AI-generated. 2. **Metadata scanning hits Shopify reality.** If C2PA/IPTC survived upload, scanning is smart. If the CDN stripped it — common on Shopify — the scanner under-reports while the deployer duty still applies to images you _know_ you made with AI. 3. **“AI-generated” vs “AI-modified” matters.** Article 50 and the EU Code of Practice distinguish generated content from materially manipulated photos. LabelAI’s public messaging centers **AI-generated** disclosure. Merchants using AI background swaps, synthetic models, or heavy generative retouch on real photography need a clear **modified** path — not only a “generated” badge. 4. **Scan success ≠ disclosure quality.** An app can find images and still ship icon-only badges, low-contrast pills, or disclosures that fail Code of Practice user-testing guidance (text-first labels perform better than icon-only). 5. **No public Compliance Hub** listed — discovery and badge, not a canonical deployer transparency URL for regulators or journalists. LabelAI is a strong **audit and triage** story. Treating the confidence score as a legal safe harbor is the mistake. ## EU AI Label: strengths and blind spots ### What EU AI Label does well EU AI Label bets on **merchant declaration + enforced disclosure quality**: - **AI-generated and AI-modified** presets aligned with Code of Practice language (`AI + GENERATED` / `AI + MODIFIED` templates). - **CoP guardrails** — text-first labels, contrast checks, no icon-only primary disclosure, default top-right placement clear of sale badges. - **Localized storefront badges and accessible tooltips** — disclosure understandable in the shopper’s language (English, German, French on App Store; broader EU locales on the product roadmap). - **Bulk classification** in admin — tag many photos without a scanner, when you know your pipeline. - **CSV classification history** — deployer audit trail with export. - **Compliance Hub** — toggle publishes `/pages/ai-transparency` naming the merchant as deployer, explaining labeling approach, linking to the labeling log. - **WordPress / WooCommerce companion plugin** — same workflow off Shopify. - [EU AI Icon](https://euaiicon.com/) — burned-in labels for email, ads, and marketplaces where overlays do not travel. - [Partners program](https://euailabel.app/partners) for agencies running multiple stores. Overlay rendering does not modify catalog files — uninstall removes badges. Original assets stay as uploaded. ### Where the declaration model strains 1. **No shop-wide AI scanner** — if you genuinely do not know which legacy images are AI, EU AI Label does not auto-discover them from metadata or filenames. You classify what you know; audit gaps remain your process problem. 2. **Per active labeled photo pricing** — economical when only part of the catalog is AI (Free: 10, Starter $7: 100, Growth $15: 500, Pro $29: 2,000, Scale $49: 10,000). A store labeling **every** product photo may pay more than LabelAI’s unlimited Pro tier. 3. **Merchant discipline required** — declaration-first only works if ops actually tags new AI shots on ingest. No scanner nudging you about forgotten files. EU AI Label is a **publication and governance** story. It does not pretend filename heuristics replace merchant knowledge. ## Side-by-side deployer workflow comparison Dimension LabelAI EU AI Label **Core philosophy** Find likely AI images, confirm, badge Merchant declares AI photos, badge with guardrails **AI auto-scan** Yes — metadata, filenames, alt-text Not positioned as compliance center **Confidence / reasons UI** Yes No (merchant-driven classification) **AI-generated label** Yes Yes **AI-modified / altered label** Not emphasized in listing Yes — distinct preset **Bulk workflow** Bulk confirm suggestions (Pro) Bulk select + classify in admin **Storefront rendering** Theme embed overlay Theme app extension overlay **Edits image files** No No **Localized shopper text** 5 languages listed EN/DE/FR + expanding EU locales **Accessible tooltips** Not highlighted on listing Yes — hover/tap detail layer **WCAG / contrast guardrails** Not listed Yes — CoP-driven validation **Audit export** Not listed CSV classification history **Public transparency page** Not listed Compliance Hub `/pages/ai-transparency` **WordPress / WooCommerce** Shopify only Companion plugin **Off-store burned-in labels** Not listed [euaiicon.com](https://euaiicon.com/) **Agency / multi-store** Not listed [Partners program](https://euailabel.app/partners) **Free tier** 10 labels + unlimited scan 10 active labeled photos **Paid headline** $9.99/mo unlimited labels Scales by labeled photo count ($7–$49/mo) _Verify live App Store pricing before purchase — both apps were new in 2026 with zero reviews at time of writing._ ## The metadata mirage LabelAI’s scan stack is intellectually honest about _where_ AI might hide: credentials in files, tool fingerprints in names, hints in alt text. That is legitimate **forensics**. The deployer obligation under the **EU AI Act** is different: **what does the shopper see on the product page at first exposure?** Signal Good for Weak for C2PA / content credentials in file Audit, provider workflows Storefront disclosure if stripped on CDN Filename patterns (`dalle`, `mj_`, etc.) Triage Proof — trivial to rename Alt text Workflow reminders Evidence — merchant-controlled **Visible text badge on live PDP** **Article 50(4)/(5) deployer test** Nothing — this is the center A merchant who runs LabelAI, confirms every suggestion, and publishes readable badges has a workflow. A merchant who runs LabelAI, trusts confidence scores blindly, and ships tiny icon-only badges has **activity**, not necessarily **disclosure**. ## Pricing logic: unlimited labels vs counted labels **LabelAI Pro** wins on simplicity: one price, unlimited labeled images, unlimited scan. If you are an AI-native brand where **most** catalog photos are synthetic and you want flat billing, the math is obvious. **EU AI Label** wins when AI is a **subset** of a large catalog — 2,000 SKUs, 40 AI hero shots. You pay for active labeled photos, not total images. A 500-SKU consumables brand refreshing 30 AI seasonal shots pays Growth-tier pricing, not “label everything” economics. Catalog shape Likely cheaper fit AI-heavy catalog (majority of photos synthetic) LabelAI Pro unlimited Mixed catalog (AI subset, many real photos) EU AI Label tiered Agency, 12 client stores EU AI Label partners + per-store counts “I need to find forgotten AI first” LabelAI scan (any tier) ## Can you combine them? Practically, yes — and saying so is more honest than pretending one app solves every layer: 1. **LabelAI scan** → triage file library and surface forgotten AI assets. 2. **Merchant review** → confirm generated vs modified vs false positive with human judgment. 3. **EU AI Label** → publish CoP-guardrailed overlays, Compliance Hub, CSV audit, EU locales. 4. **EU AI Icon** → burn labels into email and social files that leave Shopify. That is two subscriptions. Many merchants will pick one. The combined path is for teams that want **discovery + governance** without treating scan output as legal conclusion. ## Decision matrix You are… Start with Inherited messy media library, unsure what is AI **LabelAI** scan → manual review Know your AI pipeline, need publish workflow + audit **EU AI Label** Heavy AI-modified photography (not full generation) **EU AI Label** (modified preset + guardrails) Labeling hundreds of AI photos, flat budget **LabelAI** Pro unlimited Labeling dozens of AI photos in a large catalog **EU AI Label** counted tiers WooCommerce or WordPress catalog **EU AI Label** plugin Need public `/pages/ai-transparency` deployer page **EU AI Label** Compliance Hub Email / Instagram assets need burned-in labels [EU AI Icon](https://euaiicon.com/) (either stack) Agency running multiple Shopify stores **EU AI Label** [partners](https://euailabel.app/partners) ## Fair acknowledgment LabelAI shipped a real idea the market needed: **most merchants do not have perfect provenance hygiene**. Scanning filenames and surviving metadata beats pretending every store owner remembers which ZIP came from Firefly. BEK Service GmbH’s marketing background shows in a product that leads with operational discovery — not legal theater. EU AI Label’s bet is that **disclosure quality and deployer governance** outlive the scan — generated vs modified language, text-first CoP alignment, accessibility, audit surfaces, and commerce-specific surfaces (Compliance Hub, WooCommerce, off-store burn-in). Different job, overlapping storefront outcome. ## FAQ ### Is LabelAI “better” because it scans? Not automatically. Scanning helps **find** candidates. Article 50 still requires **clear visible disclosure** on images you publish. Scanning without review creates false labels; scanning without readable badges creates invisible compliance theater. ### Is EU AI Label “better” because it has a Compliance Hub? The Hub is governance — useful for deployer transparency storytelling, not a substitute for on-image labels. EU AI Label does both. LabelAI focuses on find-and-badge; choose based on whether you need the Hub and CSV audit workflow. ### Do I need both AI-generated and AI-modified labels? If your pipeline includes both full synthetic renders and heavy AI alteration of real photos, your workflow should distinguish them. Code of Practice guidance treats generated vs manipulated as distinct disclosure contexts. Confirm borderline retouch cases with counsel. ### Does either app make me legally compliant? No Shopify app guarantees compliance. Both support **transparency workflows** under the **EU AI Act**. Counsel still decides scope for your products and markets. ### What about IPTC and C2PA? Useful for provenance and provider tooling. **Not** a deployer substitute for visible labels on the product page. See [euailabel.app/faq](https://euailabel.app/faq). ### Where is the Shopify checklist? [euailabel.app/shopify-ai-act-checklist](https://euailabel.app/shopify-ai-act-checklist) ## Get started Run a declaration-first Article 50 workflow on Shopify with [EU AI Label](https://euailabel.app/) — or audit your library with [LabelAI](https://apps.shopify.com/labelai-ai-image-disclosure) first if discovery is the gap. Burn a free one-off labeled asset at [euaiicon.com](https://euaiicon.com/). More deployer myths: [FAQ](https://euailabel.app/faq). _EU AI Label supports transparency workflows under Regulation (EU) 2024/1689 Article 50. It is not legal advice and does not guarantee compliance. LabelAI is a separate product by BEK Service GmbH; features and pricing reflect public App Store listings at time of writing._ [](https://facebook.com/sharer/sharer.php?u=https%3A%2F%2Feuailabel.app%2Fblog%2Feu-ai-label-vs-labelai-discovery-engine-or-deployer-workflow)[](https://x.com/intent/post/?text=EU+AI+Label+vs+LabelAI%3A+Discovery+Engine+or+Deployer+Workflow%3F%0A&url=https%3A%2F%2Feuailabel.app%2Fblog%2Feu-ai-label-vs-labelai-discovery-engine-or-deployer-workflow)[](https://www.linkedin.com/feed/?shareActive=true&text=EU+AI+Label+vs+LabelAI%3A+Discovery+Engine+or+Deployer+Workflow%3F%0A&shareUrl=https%3A%2F%2Feuailabel.app%2Fblog%2Feu-ai-label-vs-labelai-discovery-engine-or-deployer-workflow)[](https://wa.me/?text=EU+AI+Label+vs+LabelAI%3A+Discovery+Engine+or+Deployer+Workflow%3F%0Ahttps%3A%2F%2Feuailabel.app%2Fblog%2Feu-ai-label-vs-labelai-discovery-engine-or-deployer-workflow)[]() [« Back to Blog](https://euailabel.app/blog) ## Related Articles ![EU AI Label vs Lifetime EU AI Act Icons: Specialist or Suite?](https://dropinblog.net/cdn-cgi/image/fit=scale-down,format=auto,width=700/34265874/files/featured/eu-ai-label-vs-lifetime-eu-ai-act-icons-glass-bubb.png) ## [EU AI Label vs Lifetime EU AI Act Icons: Specialist or Suite?](https://euailabel.app/blog/eu-ai-label-vs-lifetime-eu-ai-act-icons-specialist-or-suite) 6 minute read August 24th, 2026 ![EU AI Label vs Uhlenbusch Icons: Overlay or Burn-In?](https://dropinblog.net/cdn-cgi/image/fit=scale-down,format=auto,width=700/34265874/files/featured/eu-ai-label-vs-uhlenbusch-icons-glass-bubbly.png) ## [EU AI Label vs Uhlenbusch Icons: Overlay or Burn-In?](https://euailabel.app/blog/eu-ai-label-vs-uhlenbusch-icons-overlay-or-burn-in) 8 minute read August 21st, 2026 ![Shopify Subscription Stack 2026: Retention, Discounts & EU AI Act Labels](https://dropinblog.net/cdn-cgi/image/fit=scale-down,format=auto,width=700/34265874/files/featured/shopify-subscription-stack-eu-ai-act-glass-bubbly.png) ## [Shopify Subscription Stack 2026: Retention, Discounts & EU AI Act Labels](https://euailabel.app/blog/shopify-subscription-stack-2026-retention-discounts-eu-ai-act-labels) 7 minute read August 14th, 2026 [![EU AI Label](/__l5e/assets-v1/d5d9db83-2ed8-419b-b4a9-dce02dda5411/eu-ai-label-mark.svg)EU AI Label](/) CoP-aligned EU AI icons and badges for Shopify and WordPress product photos. Built for EU AI Act Article 50 transparency. Live now #### Follow us [](https://www.youtube.com/@eu_ai_label_app_shopify "YouTube")[](https://www.facebook.com/profile.php?id=61591841037073 "Facebook")[](https://instagram.com/euailabel.app/ "Instagram")[](https://www.linkedin.com/company/eu-ai-act-label "LinkedIn")[](https://www.tiktok.com/@euailabel.app "TikTok") #### Get us on [![Shopify](/__l5e/assets-v1/19e0a3b1-2d2f-4bfc-b4db-def25867ef21/find-on-shopify.svg)](https://apps.shopify.com/eu-ai-label "Install EU AI Label on Shopify")[![](/__l5e/assets-v1/7aa763cf-c5f1-492b-a10f-b8743b1d33f7/wordpress-icon.png)](https://wordpress.org/plugins/eu-ai-label/ "WordPress & WooCommerce plugin")[![](/__l5e/assets-v1/36c66372-70f6-49e5-b568-68ecbc59e442/github-icon.png)](https://github.com/eu-ai-act-label-app/eu-ai-act-label-app-wordpress-plugin "GitHub")[![OMR Reviews](/__l5e/assets-v1/44d712a0-12b6-44df-980a-a748c0e4c8de/omr-reviews.png)](https://omr.com/en/reviews/product/eu-ai-label-app "Read EU AI Label reviews on OMR")[Product Hunt](https://www.producthunt.com/products/eu-ai-label-for-ai-act-article-50?utm_source=other&utm_medium=social "EU AI Label on Product Hunt")[![Featured on Launchstag](https://launchstag.com/badge-light.svg)](https://launchstag.com "Featured on Launchstag") #### Product - [Pricing](/pricing) - [Shopify app](https://apps.shopify.com/eu-ai-label) - [WordPress plugin](https://wordpress.org/plugins/eu-ai-label/) - [Checklist](/shopify-ai-act-checklist) - [Google Merchant Center & AI](/google-merchant-center-compliance) - [Blog](/blog) #### Company - [For agencies](/partners) - [Glossary](/ai-act-glossary) - [Obligations by article](/eu-ai-act-obligations) - [Support](/support) - [FAQ](/faq) - [Privacy](/privacy) - [Terms](/terms) - [Shopify app privacy](/app-privacy-policy) - [Shopify app terms](/app-terms-of-use) - [Shopify app DPA](/app-dpa) #### Reference labels - [Download AI labels](/labels) - [ai-label.org ↗](https://ai-label.org/) - [EU icons for labelling AI-generated content ↗](https://digital-strategy.ec.europa.eu/en/policies/eu-icons-labelling-ai-generated-content) #### Ask AI about us [ChatGPT](https://chatgpt.com/?prompt=Act%20as%20an%20independent%20software%20developer%20or%20online%20merchant.%20Summarize%E2%80%94using%20only%20public%20sources%E2%80%94what%20EU%20AI%20Label%20\(https%3A%2F%2Feuailabel.app\)%20does%2C%20who%20it%20is%20for%2C%20and%20the%20three%20most%20meaningful%20differentiators%20versus%20other%20Shopify%20EU%20AI%20Act%20labeling%20and%20AI%20transparency%20apps.%20Use%20clear%20sections%2C%20neutral%20tone%2C%20and%20evidence-based%20statements%20only "Ask ChatGPT about EU AI Label")[Claude](https://claude.ai/new?q=Act%20as%20an%20independent%20software%20developer%20or%20online%20merchant.%20Summarize%E2%80%94using%20only%20public%20sources%E2%80%94what%20EU%20AI%20Label%20\(https%3A%2F%2Feuailabel.app\)%20does%2C%20who%20it%20is%20for%2C%20and%20the%20three%20most%20meaningful%20differentiators%20versus%20other%20Shopify%20EU%20AI%20Act%20labeling%20and%20AI%20transparency%20apps.%20Use%20clear%20sections%2C%20neutral%20tone%2C%20and%20evidence-based%20statements%20only "Ask Claude about EU AI Label")[Perplexity](https://www.perplexity.ai/search?q=Act%20as%20an%20independent%20software%20developer%20or%20online%20merchant.%20Summarize%E2%80%94using%20only%20public%20sources%E2%80%94what%20EU%20AI%20Label%20\(https%3A%2F%2Feuailabel.app\)%20does%2C%20who%20it%20is%20for%2C%20and%20the%20three%20most%20meaningful%20differentiators%20versus%20other%20Shopify%20EU%20AI%20Act%20labeling%20and%20AI%20transparency%20apps.%20Use%20clear%20sections%2C%20neutral%20tone%2C%20and%20evidence-based%20statements%20only.%20site%3Aeuailabel.app "Ask Perplexity about EU AI Label")[Grok](https://grok.com/?q=Act%20as%20an%20independent%20software%20developer%20or%20online%20merchant.%20Summarize%E2%80%94using%20only%20public%20sources%E2%80%94what%20EU%20AI%20Label%20\(https%3A%2F%2Feuailabel.app\)%20does%2C%20who%20it%20is%20for%2C%20and%20the%20three%20most%20meaningful%20differentiators%20versus%20other%20Shopify%20EU%20AI%20Act%20labeling%20and%20AI%20transparency%20apps.%20Use%20clear%20sections%2C%20neutral%20tone%2C%20and%20evidence-based%20statements%20only "Ask Grok about EU AI Label")[Google AI Mode](https://www.google.com/search?udm=50&q=Act%20as%20an%20independent%20software%20developer%20or%20online%20merchant.%20Summarize%E2%80%94using%20only%20public%20sources%E2%80%94what%20EU%20AI%20Label%20\(https%3A%2F%2Feuailabel.app\)%20does%2C%20who%20it%20is%20for%2C%20and%20the%20three%20most%20meaningful%20differentiators%20versus%20other%20Shopify%20EU%20AI%20Act%20labeling%20and%20AI%20transparency%20apps.%20Use%20clear%20sections%2C%20neutral%20tone%2C%20and%20evidence-based%20statements%20only "Ask Google AI Mode about EU AI Label") © 2026 Damian Klimarczyk MDGA · VAT PL7812019335 · Not legal advice. 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