Shopify App Charts · Store management

Rookies in Analytics

The best new Shopify apps, ranked every week from stores that really changed their app stack.

This week’s chart

Week of Oct 26, 2026

Analytics

Quick answer

Rookies in Analytics: a weekly Shopify App Chart from Shoplist. In the week of Oct 26, 2026, Essential CRO Split AB Testing leads Rookies with 923 stores, ahead of 21 other ranked apps.

Analytics

Finding Products

Marketing + Conversion

Orders + Shipping

Sales Channels

Selling Products

Store design

Store management

Rookies

Apps launched in the last 18 months with 25 stores or 20 reviews, by stores.

EstimatedThis week’s window reaches back before Shoplist labeled every install, so its store movement is estimated from crawl history. Days from Oct 31, 2026 on are counted from labeled installs.

Rank 1NEWEssential CRO Split AB TestingAnalyticsStores: 923On chart: 1 week
Rank 2NEWFullstory ‑ Checkout CaptureAnalyticsStores: 705On chart: 1 week
Rank 3NEWAB : Google Analytics 4 (GA4)AnalyticsStores: 633On chart: 1 week
Rank 4NEWContentsquare AnalyticsAnalyticsStores: 447On chart: 1 week
Rank 5NEWAnowave Google Tag Manager GA4AnalyticsStores: 381321 storesOn chart: 1 week
Rank 6NEWWeltPixel Conversion TrackingAnalyticsStores: 181146 storesOn chart: 1 week
Rank 7NEWZobi Revenue RecoveryAnalyticsStores: 65On chart: 1 week
Rank 8NEWStore Health: Audit & ScanAnalyticsStores: 64On chart: 1 week
Rank 9NEWClick Context: Heatmaps for AIAnalyticsStores: 54On chart: 1 week
Rank 10NEWUniversal AdsAnalyticsStores: 52On chart: 1 week
Rank 11NEWInnexDATA ‑ GTM for AgenciesAnalyticsStores: 490 storesOn chart: 1 week
Rank 12NEWPixelGPT: ChatGPT Ads CAPIAnalyticsStores: 43On chart: 1 week
Rank 13NEWCosmise TrackingAnalyticsStores: 42On chart: 1 week
Rank 14NEWCartcheckAnalyticsStores: 32On chart: 1 week
Rank 15NEWVardagligtAnalyticsStores: 29On chart: 1 week
Rank 16NEWTrueTracked: Ad AttributionAnalyticsStores: 27On chart: 1 week
Rank 17NEWTrackPandaAnalyticsStores: 2719 storesOn chart: 1 week
Rank 18NEWCheckout SentryAnalyticsStores: 25On chart: 1 week
Rank 19NEWEscalafyAnalyticsStores: 10On chart: 1 week
Rank 20NEWMicrosoft Clarity: AI InsightsAnalyticsStores: 0On chart: 1 week
Rank 21NEWwetracked.io ConnectAnalyticsStores: 0On chart: 1 week
Rank 22NEWProfitFinder Profit CalculatorAnalyticsStores: 0On chart: 1 week

Methodology

How the charts are built

Every chart leaves out unlisted apps and Shopify’s own apps. “Coverage” marks a week in which Shoplist’s detection of the app widened, so its place is shown without an arrow.

Full methodology and JSON downloads

Real changes only

A store Shoplist crawls for the first time, a new detector, or a store coming back after a long gap is labeled and left out. Only stores that changed their app stack move a chart.

Named rules, no scores

Each chart has one rule, a minimum size and a stated window, shown above its rows. Nothing is blended into a composite.

Held-out days

A spike day waiting for review, or a day the crawler saw fewer stores than usual, is left out of every window until it is checked.

Published Mondays, kept forever

Charts publish every Monday from the trailing complete days. Each week is archived with its ranks, so ▲▼, NEW and weeks on chart are real history.

FAQ

Common questions

What are Shopify App Charts?

Weekly rankings of public Shopify apps, each built on one named rule: the apps gaining the most stores, the most-installed, small apps breaking out, apps climbing Shopify’s own category ranks, review surges, big-brand favorites, rookies, Shopify’s featured apps and pricing changes.

What counts as a store adding an app?

A store Shoplist had already crawled without the app that now runs it, or a store coming back to it. A store crawled for the first time, a new detector recognizing an app that was already there, and a store returning after a long gap are labeled and never counted.

How often do the charts update?

Every Monday, from the trailing complete days. Each week is archived with its ranks, so movement arrows, NEW and weeks on chart are real history.

Why isn’t an app on Rookies?

Apps launched in the last 18 months with 25 stores or 20 reviews, by stores. Unlisted apps and Shopify’s own apps are left out, and the store-movement charts leave out an app while one of its days is held for review.

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