Analytics Shopify Apps — Full Rankings Table
All tracked analytics Shopify apps ranked by current App Store position, with rank change vs 30 days ago and Leader / Climbing / Declining / Stable status — filterable by date range, sortable by rank or rank change.
| App | Rank | Status |
|---|---|---|
 AB : Google Analytics 4 (GA4) | 1– | Leader |
 Cartlytics ‑ Cart Analytics | 22 | Climbing |
 Microsoft Clarity: AI Insights | 31 | Declining |
 Juicy Profit Analytics | 44 | Climbing |
 BR ‑ Better Reports | 52 | Declining |
 Lifetimely Profit Analytics | 6– | Stable |
 MIDA Replay, Heatmap & Insight | 72 | Declining |
 TP: True Profit Analytics | 81 | Declining |
 Propel Replay, Survey, Heatmap | 91 | Climbing |
 RealtimeStack : Live Analytics | 101 | Declining |
Showing 1-10 out of 96
Key Insights:
- AB : Google Analytics 4 (GA4) ranks #1 for analytics Shopify apps — 1 position ahead of Cartlytics ‑ Cart Analytics at #2.
- Among the top 10 tracked analytics apps, 3 climbed and 5 declined in rank over the past 30 days — an actively reshuffling top tier.
- Juicy Profit Analytics is the biggest climber, gaining 4 positions this month to reach #4.
- BR ‑ Better Reports dropped 2 positions this month to #5 — the largest single decliner in the top 10 analytics apps.
Analytics Shopify Apps — Ranking Position Over Time
Monthly ranking trajectory for the top 5 analytics Shopify apps over the past year — pick any apps, change date range, or switch to Ranking Changes to see per-interval movement.
Charts Data
| App | May 2026 | Jun 2026 | Jul 2026 | Aug 2026 | Sep 2026 | Oct 2026 |
|---|---|---|---|---|---|---|
| AB : Google Analytics 4 (GA4) | #1629 | #313 | #12 | #1– | #1– | #1– |
| Cartlytics ‑ Cart Analytics | #4310 | #1033 | #91 | #63 | #24 | #2– |
| Microsoft Clarity: AI Insights | #2– | #11 | #21 | #2– | #31 | #3– |
| Juicy Profit Analytics | #391 | #327 | #419 | #734 | #81 | #44 |
| BR ‑ Better Reports | #8– | #71 | #43 | #31 | #41 | #51 |
Key Insights:
- AB : Google Analytics 4 (GA4)'s ranking improved from #92 to #1 over the charted period.
- 4 of 5 top analytics apps improved their position; 1 declined — an actively reshuffling market.
Top Analytics Shopify Apps by Current Ranking
AB : Google Analytics 4 (GA4) holds the #1 position for analytics Shopify apps. Cartlytics ‑ Cart Analytics sits at #2 and Microsoft Clarity: AI Insights at #3, rounding out the top tier. Juicy Profit Analytics is the standout mover this month, climbing 4 positions to #4 — a momentum signal worth tracking.
Active reshuffling in analytics app rankings makes recent rank trajectory a sharper signal than today's position — when this many positions change month over month, climbers often have the stronger 6-month outlook compared to the current #1.
Long-Term Ranking Trends Across Analytics Shopify Apps
AB : Google Analytics 4 (GA4) climbed from #92 to #1 over the charted period — a 91-position gain among analytics apps. Across the top 5 plotted analytics apps, 4 improved their position while 1 declined — a category in upward motion.
Sustained climbing of this magnitude (91 positions) for the leader is a strong signal — when analytics app rankings move this far over the charted window, it usually reflects real merchant adoption shifts rather than short-term App Store fluctuation.
Top 5 Apps in Analytics
- AB : Google Analytics 4 (GA4) — Holds the #1 analytics ranking on the Shopify App Store, rated 4.8★.
- Cartlytics ‑ Cart Analytics — Climbed 2 positions this month to #2 for analytics, rated 4.9★.
- Microsoft Clarity: AI Insights — Slipped 1 position this month to #3 for analytics, rated 4.6★.
- Juicy Profit Analytics — Climbed 4 positions this month to #4 for analytics, rated 4.9★.
- BR ‑ Better Reports — Slipped 2 positions this month to #5 for analytics, rated 5.0★.
Analytics Shopify Apps — Frequently Asked Questions
1. Which analytics app ranks #1 on Shopify?
AB : Google Analytics 4 (GA4) currently ranks #1 for analytics apps on the Shopify App Store and holds 1.3% market share (+0.69pp vs 30 days ago). Rankings refresh weekly — see the trend chart above for how this position has changed over time.
2. How are analytics Shopify apps ranked?
Rankings on this page reflect each app's position in Shopify's keyword search results for "analytics", which Shopify computes from a mix of merchant install volume, review velocity, and recency. Apps beyond position #22 receive zero traffic in our market share calculation since merchants rarely scroll that far.
3. Which analytics apps are climbing the rankings on Shopify?
Juicy Profit Analytics has shown the strongest ranking momentum among analytics apps, climbing 4 positions to #4 over the past 30 days. Sort the rankings table by Rank Change (Low to High) to surface the full set of recent gainers.
4. How often do analytics app rankings change on Shopify?
Analytics rankings have been moving meaningfully this month — challengers are actively gaining on incumbents. Use the date range filter on the table to see exactly which apps moved between any two dates.
5. Which analytics apps lost rank positions recently?
BR ‑ Better Reports dropped the most among the top 10 tracked analytics apps, slipping 2 positions to #5 over the past 30 days. Switch the table sub-tab to "Ranking Changes" to see all decliners ordered by movement size.
6. How many analytics apps does ShopDigest track on Shopify?
ShopDigest tracks 96 analytics apps on the Shopify App Store. The full list is paginated in the table above — adjust the date range and sort order to drill into any window.
7. Why don't apps ranked beyond #22 show market share for analytics?
For keyword pages, market share is rank-weighted: position #1 carries roughly 40× the weight of position #22, and apps beyond #22 receive zero weight. This reflects Shopify search behaviour — merchants almost never scroll past the top of the results, so positions further down don't translate to installs.
