PureLens: AI Ingredient Intel vs Skinin ‑ Ingredient Checker
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 14, 2026 for PureLens, Jun 26, 2026 for Skinin.
The short answer
Head to head
Growth
Pro
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featurePureLens adds an on-page AI widget that turns ingredient lists into clear visual reports. Shoppers can review cosmetics and food products without leaving the storefront. Merchants enable PureLens and CleanBiteLens in the theme editor. Reports are informational and provided as-is. They are not medical, dermatological, or regulatory certifications. Storefront shopper scans are not used to train models.
Shoppers want to know what's in your products, but full INCI lists are hard to read, and a "safe/unsafe" verdict creates regulatory risk. Skinin shows what each ingredient is and where it appears on disclosure lists, labeled neutrally: Commonly used, Listed for disclosure, Restricted use, or Not on the lists we check. Reads your existing product description automatically.
- Adds AI cosmetics ingredient reports directly on product pages.
- Shows food and supplement ingredient callouts on product pages.
- Installs from the theme editor with no custom theme rebuild.
- Reports are informational and provided as-is.
- Turn ingredient transparency into customer trust — right on your product page
- Fully customizable button, labels, and ingredient database for your brand
- Works automatically from your existing product description—no data entry needed
All the numbers
Every figure, side by side
A green dot marks the app ahead on a measured figure. Estimates, gaps and apps that leave no storefront trace never take the lead.
Adoption
| Measure |  PureLens |  Skinin |
|---|---|---|
| Detected stores | Not published | Not published |
| Net store change, 28 days | 0 | 0 |
| Stores added, 28 days | Not enough data | Not enough data |
| Big-brand share | Not enough data | Not enough data |
| Top store categories | Not published | Not published |
| Top store countries | Not published | Not published |
Reviews
| Measure | PureLens | Skinin |
|---|---|---|
| App Store rating | Not published | Not published |
| App Store reviews | Not published | Not published |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
FAQ
PureLens and Skinin: common questions
- Where does this comparison’s data come from?
- Shoplist crawls Shopify storefronts to detect which apps each store runs, and reads each app’s Shopify App Store listing for reviews, pricing, features and integrations. Store counts are as of Oct 14, 2026 for PureLens, Jun 26, 2026 for Skinin; estimated figures are labeled.
How Shoplist compares apps
Store counts come from Shoplist’s crawl of Shopify storefronts, which detects the apps each store runs; they are as of Oct 14, 2026 for PureLens, Jun 26, 2026 for Skinin. Reviews, ratings, plans, features and integrations come from each app’s Shopify App Store listing. 28-day figures are labeled when estimated, and a figure that is missing or estimated never decides who leads. Read the methodology.