Intellibite vs PureLens: AI Ingredient Intel
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 13, 2026 for Intellibite, Oct 14, 2026 for PureLens.
The short answer
- Only Intellibite lists a free plan. Paid plans start at $29/month for Intellibite and $29/month for PureLens.
- Intellibite lists 3 features PureLens’s listing doesn’t mention, including Custom notes, Custom rules, Product recommendations.
Head to head
Free
- · 25 products
- · Cart warnings
- · Manual tagging
Pro
- · 14-day free trial
- · 500 products
- · AI auto-tagging
- · Advanced analytics
- · Safe alternatives
Ultra
- · 7-day free trial
- · Bulk AI tagging
- · Checkout intercept
- · Priority support
- · Unlimited products
Growth
Pro
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureIntellibite helps merchants with food, supplement, or wellness products protect customers from harmful ingredients. When a customer's saved dietary preferences conflict with a product, Intellibite shows a real-time cart warning and surfaces safe alternatives, keeping customers on-site instead of abandoning.
PureLens 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.
- Tag products with 15 allergens, 23 diets, and 6 religious labels in minutes
- Real-time cart warnings alert customers when a product conflicts with their diet
- Automatically suggest safe alternative products when a conflict is detected
- AI-powered ingredient analysis tags your entire catalog in bulk 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.
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 |  Intellibite |  PureLens |
|---|---|---|
| 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 | Intellibite | PureLens |
|---|---|---|
| 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 |
Pricing
| Measure | Intellibite | PureLens |
|---|---|---|
| Free plan | Yes | Not listed |
| Lowest paid monthly plan | $29/month | $29/month |
| Longest free trial | 7 days | 7 days |
| Plans listed | 3 | 2 |
Listing
| Measure | Intellibite | PureLens |
|---|---|---|
| Shopify category rank | #549 | #480 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Jun 9, 2026 | Sep 9, 2026 |
| Languages | 1 | 1 |
| Developer | Dog's Bakery | Nova-Labs |
FAQ
Intellibite and PureLens: common questions
- Is Intellibite or PureLens cheaper?
- Only Intellibite lists a free plan. Paid plans start at $29/month for Intellibite and $29/month for PureLens. Shoplist compares base prices only between monthly plans in the same currency; usage charges and annual plans vary, so check each plan’s limits.
- What features does each app list that the other doesn’t?
- Intellibite lists 3 the others don’t mention, such as Custom notes, Custom rules, Product recommendations. A feature missing from a listing may still be supported; this compares what each App Store listing says.
- 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 13, 2026 for Intellibite, Oct 14, 2026 for PureLens; 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 13, 2026 for Intellibite, Oct 14, 2026 for PureLens. 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.