Apps tracked
Category leader
Cartlytics ‑ Cart AnalyticsTop region
Top Store Analytics Shopify Apps Ranked Today
Top 10 store analytics Shopify apps ranked by current App Store position, with market share and review counts. Updated weekly.
| App | Rank | Market share | Reviews |
|---|---|---|---|
 ABC Store Analytics | 1– | 0.00%5.02 | 11– |
 8Data: Supply Chain Management | 2– | 0.00%– | 2– |
| Cartlytics ‑ Cart Analytics | 31 | 82.02%60.95 | 545 |
 Kluck Ads ‑ AI Ads & Creatives | 4 | 0.00%– | 0– |
 retailQ: Multi‑store Analytics | 52 | 1.41%0.35 | 1– |
 GM Event Ticketing | 61 | 11.95%7.19 | 532 |
 CEO Compass ‑ Store Analytics | 72 | 0.00%– | 0– |
 Lebesgue: AI Marketing & LTV | 82 | 3.09%2.28 | 1331 |
 Store Analytics by Audiosdroid | 94 | 0.00%– | 0– |
 DynoWeb Popup, Heatmap, Replay | 1012 | 1.17%1.10 | 104 |
Key Insights:
- ABC Store Analytics commands 0 market share, 0.0pp ahead of 8Data: Supply Chain Management — a fragmented store analytics category.
- In the last 30 days, 6 apps climbed and 1 dropped in ranking among the top 10 tracked store analytics apps.
- Cartlytics ‑ Cart Analytics added the most new reviews this month (+5) — strong adoption momentum.
- Note: Cartlytics ‑ Cart Analytics holds higher market share (82.0%) than the rank-#1 app ABC Store Analytics — share and App Store rank don't align in this category, so cross-checking both views matters.
Live Ranking and Market Share Trends for Store Analytics Shopify Apps
Monthly ranking and market share trends for the top 5 store analytics Shopify apps over the past year — see how each app's App Store position and market share have shifted month by month.
Charts Data
| App | May 2026 | Jun 2026 | Jul 2026 | Aug 2026 | Sep 2026 | Oct 2026 |
|---|---|---|---|---|---|---|
| ABC Store Analytics | #21 | #2– | #11 | #1– | #1– | #1– |
| 8Data: Supply Chain Management | #42 | #4– | #31 | #21 | #2– | #2– |
| Cartlytics ‑ Cart Analytics | — | #44– | #495 | #512 | #447 | #31 |
| Kluck Ads ‑ AI Ads & Creatives | — | — | — | — | — | #4– |
| retailQ: Multi‑store Analytics | #34 | #3– | #21 | #31 | #3– | #52 |
Key Insights:
- ABC Store Analytics's ranking held steady from #1 to #1 over the charted period.
- 2 of 5 top store analytics apps improved their position; 0 declined — a mixed picture.
- Cartlytics ‑ Cart Analytics's market share is 82.0% — gaining +60.9pp since the start of the chart.
Store Analytics Shopify Apps — Market Share by Country
Top 5 countries driving installs for store analytics Shopify apps, with current market share and 30-day change versus the previous month.
| Country | Market share | Change |
|---|---|---|
 United States | 32.7% | 2.00 |
 Japan | 9.8% | 7.08 |
 United Kingdom | 8.4% | 1.62 |
 Germany | 7.3% | 3.25 |
 South Africa | 6.6% | 3.80 |
Key Insights:
- United States accounts for 32.7% of store analytics app installs — the single largest market.
- Top 3 markets (United States, Japan, United Kingdom) collectively cover 50.9% of all tracked store analytics installs — highly concentrated demand.
- Japan is the fastest-growing market this month (+7.1pp) — emerging demand worth watching.
Fastest to 1,000 Reviews — Store Analytics Shopify Apps
Race-style view of how the top 4 store analytics Shopify apps reached 1,000 reviews — months since launch on the X-axis, cumulative review count on the Y-axis.
Charts Data
| App | Months to Reach 1,000 Reviews | Current Review Count |
|---|---|---|
| Cartlytics ‑ Cart Analytics | Not yet reached | 50 |
| ABC Store Analytics | Not yet reached | 11 |
| 8Data: Supply Chain Management | Not yet reached | 2 |
| retailQ: Multi‑store Analytics | Not yet reached | 1 |
Key Insights:
- 4 of the top 4 store analytics apps haven't yet crossed 1,000 reviews — Cartlytics ‑ Cart Analytics is closest at 50 cumulative.
Top Store Analytics Shopify Apps Ranked by Position
ABC Store Analytics ranks #1 for store analytics with 0 share — the leader position in a fragmented field where many apps are within striking distance, 0.0pp ahead of 8Data: Supply Chain Management (0). Cartlytics ‑ Cart Analytics sits at #3 with 82.0% share, rounding out the top tier. Together, the top 3 apps absorb 82.0% of all store analytics installs — a highly concentrated landscape with limited room for new entrants. DynoWeb Popup, Heatmap, Replay is the standout mover this month, climbing 12 positions — a momentum signal worth tracking. Worth noting: the top-ranked app and the highest-share app aren't the same here — App Store rank and our market share metric (computed from review counts and other factors) move on independent dynamics, so cross-checking both views matters in this category.
Store Analytics is a fragmented market — the top 3 apps together hold only 82.0% of installs, leaving ABC Store Analytics's 0 lead modest in absolute terms and Cartlytics ‑ Cart Analytics at 82.0% still capturing meaningful share. With this many viable apps, pricing model and integration depth differentiate store analytics options more than rank does.
Live Ranking and Market Share Trends Across Store Analytics Shopify Apps
ABC Store Analytics held #1 steadily from Oct 2025 to Oct 2026 — an entrenched leader in store analytics that challengers haven't displaced. Across the top 5 plotted store analytics apps, 2 improved their ranking while 0 declined — the category is moving upward overall. Cartlytics ‑ Cart Analytics's share expanded +60.9pp from 21.1% (Sep 2026) to 82.0% (Oct 2026) — a sustained widening of the gap against other store analytics apps over this window.
Review Growth Velocity in Store Analytics — Which Apps Grew Fastest
None of the top 4 store analytics apps tracked here have yet crossed 1,000 reviews. Cartlytics ‑ Cart Analytics leads the set on current cumulative reviews with 50 — closest to the milestone, at roughly 5% of the way there.
With no app in this store analytics set having crossed 1,000 reviews, the category is still in early adoption. Cartlytics ‑ Cart Analytics is the closest to breaking out at 50 cumulative reviews — worth tracking its per-month review velocity to see whether it's on pace to cross the milestone first.
Top 5 Apps in Store Analytics
- ABC Store Analytics — Tops the store analytics rankings with 0 market share and 5.0★.
- 8Data: Supply Chain Management — Ranks #2 for store analytics with 0 market share and 1.0★.
- Cartlytics ‑ Cart Analytics — Climbed 1 position this month to rank #3 — 82.0% share, 4.9★.
- Kluck Ads ‑ AI Ads & Creatives — Ranks #4 for store analytics with 0 market share and 0 reviews.
- retailQ: Multi‑store Analytics — Currently ranked #5 with 1.4% market share and 5.0★.
Store Analytics Shopify Apps — Frequently Asked Questions
1. What is the best store analytics app on Shopify?
store analytics is a fragmented market on Shopify — ABC Store Analytics ranks #1 with 0 market share, but multiple apps capture meaningful share. Compare the top 5 on rankings, market share, and reviews to find the right fit for your store.
2. Which store analytics app has the highest market share on Shopify?
ABC Store Analytics holds the highest market share among store analytics apps at 0 (-5.02pp vs 30 days ago). Market share here is estimated from each app's recent review velocity, with rank-weighted adjustment because positions in keyword search drive most installs.
3. How many store analytics apps are tracked on Shopify?
ShopDigest tracks 96 store analytics apps on the Shopify App Store. Rankings, market share, geography, and review data refresh weekly.
4. Which store analytics app is growing the fastest on Shopify?
DynoWeb Popup, Heatmap, Replay has shown the strongest ranking momentum, climbing 12 positions over the past 30 days. Use the Rankings tab to see full month-over-month trajectories.
5. Where are store analytics apps most popular on Shopify?
United States has the highest concentration of store analytics app installs at 32.7%, followed by Japan at 9.8%. The Geography tab shows the full country-by-country breakdown.
6. How is market share calculated for store analytics on Shopify keyword pages?
For keyword pages, market share is rank-weighted — apps at position #1 carry roughly 40× the weight of apps at position #22, and apps beyond #22 are excluded. This reflects the reality that Shopify keyword search traffic concentrates heavily at the top of results.
