Lantern: Agentic Attribution vs PageLens Analytics
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 11, 2026 for Lantern, Nov 10, 2026 for PageLens Analytics.
The short answer
- Paid plans start at $50/month for Lantern and $5/month for PageLens Analytics.
- PageLens Analytics lists 9 features Lantern’s listing doesn’t mention, including Checkout analytics, Custom dashboards, Data export.
Head to head
- United States
Promotions
- · Discount codes for AI shoppers
- · Invisible on your website
Promotions + Attr
- · Everything in Promotions
- · The orders AI visits become
- · Where AI shoppers land and go next
- · Which AI assistants send shoppers
Starter
- · 20,000 events per month
- · 3 websites
- · Funnels, goals and journeys
- · Revenue by source
Pro
- · 10 websites
- · 150,000 events per month
- · Funnels, goals and journeys
- · Revenue by source
Business
- · 1,000,000 events per month
- · Revenue by source
- · Session replay
- · Unlimited websites
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureShoppers arrive from AI assistants, and most analytics file those visits as direct or referral traffic. Lantern shows them on their own. Overview gives you revenue, orders and visits from AI assistants, revenue per visit, a daily chart by assistant, and recent orders from AI. Journeys shows where these shoppers land and their paths to order.
PageLens is privacy-friendly analytics for your store. Switch on the app embed and every page is tracked without cookies. Completed checkouts are reported with their amount, so you can see which channels, campaigns and countries bring revenue, not only visits.
- Revenue, orders and visits from AI assistants, next to your store totals
- Which assistants send you shoppers: ChatGPT, Gemini, Perplexity and more
- Where AI shoppers land and the paths they take before they buy
- Automatic setup: install, and tracking starts with no theme changes or code
- See which channels and campaigns bring orders and revenue
- Track visitors and sales from ChatGPT, Perplexity and other AI assistants
- Cookieless tracking with one small script on every store page
- Funnels, scroll depth, Core Web Vitals and JavaScript errors
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 | Lantern | |
|---|---|---|
| Detected stores | 2 | 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 | Electronics, Food, Beverages & Tobacco | Not published |
| Top store countries | United States | Not published |
Reviews
| Measure | Lantern | |
|---|---|---|
| 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 | Lantern | |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | $50/month | $5/month(ahead) |
| Longest free trial | Not listed | 7 days |
| Plans listed | 2 | 3 |
Listing
| Measure | Lantern | |
|---|---|---|
| Shopify category rank | #601 | Not enough data |
| Shopify App Charts | #19 on Pricing moves in Analytics | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Oct 22, 2026 | Nov 10, 2026 |
| Languages | 1 | 1 |
| Developer | Lantern | Mengram |
FAQ
Lantern and PageLens Analytics: common questions
- Is Lantern or PageLens Analytics cheaper?
- Paid plans start at $50/month for Lantern and $5/month for PageLens 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?
- PageLens Analytics lists 9 the others don’t mention, such as Checkout analytics, Custom dashboards, Data export, Event tracking. 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 11, 2026 for Lantern, Nov 10, 2026 for PageLens 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 11, 2026 for Lantern, Nov 10, 2026 for PageLens 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.