CartLens vs ShopLens Store Analytics
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 9, 2026 for CartLens, Oct 13, 2026 for ShopLens Store Analytics.
The short answer
- Paid plans start at $9.99/month for CartLens and $9/month for ShopLens Store Analytics.
- CartLens lists 6 features ShopLens Store Analytics’s listing doesn’t mention, including Abandoned cart, Activity tracking, Data export.
Head to head
Essential
- · 30-day analytics & funnel
- · Anonymous visitor tracking
- · Full cart session timeline
- · Real-time cart activity feed
Starter
Growth
Scale
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureMost merchants only see cart abandonment after the fact — once a shopper is already gone. CartLens gives you a real-time view of cart activity across your store, showing what shoppers are adding, removing, and leaving behind as it happens. This visibility helps you understand shopper behavior, identify where drop-off occurs, and make informed decisions without waiting for end-of-day reports.
Understand storefront traffic and shopping activity in one dashboard. ShopLens reports pages, referrers, campaigns, and session counts with cart, checkout, or purchase activity. It displays checkout-reported order value by currency. After installation, ShopLens creates the store workspace and verifies its Web Pixel. If tracking is not confirmed, the app shows the status and a retry control.
- View your store's purchase funnel and where shoppers drop off.
- See customer details alongside every live cart — name, email, and items.
- View the exact products and quantities in every live cart.
- Spot abandonment trends over time, not just in the moment.
- Track pageviews, top pages, referrers, and campaign traffic.
- Measure sessions with cart, checkout, and purchase activity.
- View reported order value separated by currency.
- Check Web Pixel status and retry activation when 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 |  CartLens |  ShopLens Store Analytics |
|---|---|---|
| Detected stores | 4 | 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 | Apparel & Accessories, Arts & Entertainment, Electronics | Not published |
| Top store countries | Not published | Not published |
Reviews
| Measure | CartLens | ShopLens Store Analytics |
|---|---|---|
| App Store rating | 5.0 ★ | Not published |
| App Store reviews | 1 | 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 | CartLens | ShopLens Store Analytics |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | $9.99/month | $9/month(ahead) |
| Longest free trial | 14 days | 14 days |
| Plans listed | 1 | 3 |
Listing
| Measure | CartLens | ShopLens Store Analytics |
|---|---|---|
| Shopify category rank | Not enough data | #1661 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Apr 1, 2026 | Jul 27, 2026 |
| Languages | 1 | 1 |
| Developer | Horizon Motorsport Inc | Oasystems |
FAQ
CartLens and ShopLens Store Analytics: common questions
- Is CartLens or ShopLens Store Analytics cheaper?
- Paid plans start at $9.99/month for CartLens and $9/month for ShopLens Store Analytics. 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?
- CartLens lists 6 the others don’t mention, such as Abandoned cart, Activity tracking, Data export, Funnel analysis. ShopLens Store Analytics lists 1 the others don’t mention, such as Page views. 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 Nov 9, 2026 for CartLens, Oct 13, 2026 for ShopLens Store Analytics; 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 Nov 9, 2026 for CartLens, Oct 13, 2026 for ShopLens Store Analytics. 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.