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Microsoft Clarity: AI InsightsTop region
Top Cohort Analysis Shopify Apps Ranked Today
Top 10 cohort analysis Shopify apps ranked by current App Store position, with market share and review counts. Updated weekly.
| App | Rank | Market share | Reviews |
|---|---|---|---|
 MIDA Replay, Heatmap & Insight | 1– | 25.21%0.78 | 60927 |
 Propel Replay, Survey, Heatmap | 2– | 13.73%0.50 | 72031 |
| Microsoft Clarity: AI Insights | 3– | 56.94%1.32 | 2,419182 |
 Grapevine Post Purchase Survey | 4– | 1.34%0.07 | 2349 |
 TiXel: Meta Pixel TikTok Pixel | 51 | 0.58%0.36 | 10410 |
 Trackify Facebook Pixel,TikTok | 61 | 0.28%0.26 | 3984 |
 Report Pundit: Custom Reports | 7– | 1.18%0.12 | 2,06925 |
 AB : Google Analytics 4 (GA4) | 85 | 0.03%0.03 | 83 |
 Mipler ‑ Advanced Reports | 91 | 0.22%0.08 | 65717 |
 TP: True Profit Analytics | 10– | 0.21%0.02 | 91416 |
Key Insights:
- MIDA Replay, Heatmap & Insight commands 25.2% market share, 11.5pp ahead of Propel Replay, Survey, Heatmap — a competitive cohort analysis category.
- In the last 30 days, 2 apps climbed and 2 dropped in ranking among the top 10 tracked cohort analysis apps.
- Microsoft Clarity: AI Insights added the most new reviews this month (+182) — strong adoption momentum.
- Note: Microsoft Clarity: AI Insights holds higher market share (56.9%) than the rank-#1 app MIDA Replay, Heatmap & Insight — share and App Store rank don't align in this category, so cross-checking both views matters.
Live Ranking and Market Share Trends for Cohort Analysis Shopify Apps
Monthly ranking and market share trends for the top 5 cohort analysis 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 |
|---|---|---|---|---|---|---|
| MIDA Replay, Heatmap & Insight | #2– | #2– | #2– | #11 | #1– | #1– |
| Propel Replay, Survey, Heatmap | #1– | #1– | #1– | #21 | #2– | #2– |
| Microsoft Clarity: AI Insights | #3– | #3– | #3– | #3– | #3– | #3– |
| Grapevine Post Purchase Survey | #5– | #41 | #51 | #41 | #4– | #4– |
| TiXel: Meta Pixel TikTok Pixel | #17– | #143 | #2511 | #1114 | #65 | #51 |
Key Insights:
- MIDA Replay, Heatmap & Insight's ranking improved from #2 to #1 over the charted period.
- 3 of 5 top cohort analysis apps improved their position; 1 declined — a stable market.
- MIDA Replay, Heatmap & Insight's market share is 25.2% — gaining +12.7pp since the start of the chart.
Cohort Analysis Shopify Apps — Market Share by Country
Top 5 countries driving installs for cohort analysis Shopify apps, with current market share and 30-day change versus the previous month.
| Country | Market share | Change |
|---|---|---|
 United States | 28.8% | 0.19 |
 India | 7.3% | 0.04 |
 United Kingdom | 7.2% | 0.03 |
 Australia | 4.0% | 0.12 |
 Canada | 3.9% | 0.03 |
Key Insights:
- United States accounts for 28.8% of cohort analysis app installs — the single largest market.
- Top 3 markets (United States, India, United Kingdom) collectively cover 43.3% of all tracked cohort analysis installs — highly concentrated demand.
Fastest to 1,000 Reviews — Cohort Analysis Shopify Apps
Race-style view of how the top 5 cohort analysis 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 |
|---|---|---|
| Microsoft Clarity: AI Insights | 10 | 2,358 |
| Propel Replay, Survey, Heatmap | Not yet reached | 709 |
| MIDA Replay, Heatmap & Insight | Not yet reached | 606 |
| Grapevine Post Purchase Survey | Not yet reached | 233 |
| TiXel: Meta Pixel TikTok Pixel | Not yet reached | 102 |
Key Insights:
- Microsoft Clarity: AI Insights reached 1,000 reviews fastest — in 10 months since launch.
- 4 of the top 5 cohort analysis apps haven't yet crossed 1,000 reviews — Propel Replay, Survey, Heatmap is closest at 709 cumulative.
Top Cohort Analysis Shopify Apps Ranked by Position
MIDA Replay, Heatmap & Insight holds the top spot for cohort analysis with 25.2% market share, but the gap to challengers is closing, 11.5pp ahead of Propel Replay, Survey, Heatmap (13.7%). Microsoft Clarity: AI Insights sits at #3 with 56.9% share, rounding out the top tier. Together, the top 3 apps absorb 95.9% of all cohort analysis installs — a highly concentrated landscape with limited room for new entrants. AB : Google Analytics 4 (GA4) is the standout mover this month, climbing 5 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.
MIDA Replay, Heatmap & Insight leads at 25.2%, only 11.5pp ahead of Propel Replay, Survey, Heatmap (13.7%), with rankings stable this month. When the top two cohort analysis apps demonstrate similar real-world adoption, fit-for-store usually matters more than rank — comparing pricing model, integration depth, and support hours separates them better than the share gap does.
Live Ranking and Market Share Trends Across Cohort Analysis Shopify Apps
MIDA Replay, Heatmap & Insight climbed from #2 (May 2026) to #1 (Oct 2026) — a 1-position gain among cohort analysis apps over the charted window. Across the top 5 plotted cohort analysis apps, 3 improved their ranking while 1 declined — the category is moving upward overall. MIDA Replay, Heatmap & Insight's share expanded +12.7pp from 12.6% (May 2026) to 25.2% (Oct 2026) — a sustained widening of the gap against other cohort analysis apps over this window.
Stable rankings across the top 5 plotted cohort analysis apps mean merchants have largely settled on their preferences — challengers below the top 5 face an uphill path to break in.
Review Growth Velocity in Cohort Analysis — Which Apps Grew Fastest
Microsoft Clarity: AI Insights is the only app in this set to have crossed 1,000 reviews, reaching the milestone in 10 months since launch. The remaining 4 cohort analysis apps tracked here are still building toward 1,000 — current cumulative review counts give the clearest picture of where each one stands today.
4 apps on this chart haven't yet crossed 1,000 reviews: Propel Replay, Survey, Heatmap at 709, MIDA Replay, Heatmap & Insight at 606, Grapevine Post Purchase Survey at 233, TiXel: Meta Pixel TikTok Pixel at 102 cumulative reviews. Propel Replay, Survey, Heatmap is closest to the milestone — its current count puts it roughly 71% of the way to 1,000.
Microsoft Clarity: AI Insights is the only app in this set to have crossed 1,000 reviews so far — a useful signal for merchants that one app has already proved sustained adoption while the others remain in the "promising but unproven" tier of the cohort analysis category.
Top 5 Apps in Cohort Analysis
- MIDA Replay, Heatmap & Insight — Tops the cohort analysis rankings with 25.2% market share and 4.9★.
- Propel Replay, Survey, Heatmap — Ranks #2 for cohort analysis with 13.7% market share and 4.9★.
- Microsoft Clarity: AI Insights — Ranks #3 for cohort analysis with 56.9% market share and 4.6★.
- Grapevine Post Purchase Survey — Ranks #4 for cohort analysis with 1.3% market share and 5.0★.
- TiXel: Meta Pixel TikTok Pixel — Climbed 1 position this month to rank #5 — 0.6% share, 4.8★.
Cohort Analysis Shopify Apps — Frequently Asked Questions
1. What is the best cohort analysis app on Shopify?
MIDA Replay, Heatmap & Insight ranks #1 for cohort analysis apps with 25.2% market share, but the category is competitive — Propel Replay, Survey, Heatmap is close behind at 13.7%, so the best fit depends on your store's specific needs.
2. Which cohort analysis app has the highest market share on Shopify?
MIDA Replay, Heatmap & Insight holds the highest market share among cohort analysis apps at 25.2% (-0.78pp 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 cohort analysis apps are tracked on Shopify?
ShopDigest tracks 96 cohort analysis apps on the Shopify App Store. Rankings, market share, geography, and review data refresh weekly.
4. Which cohort analysis app is growing the fastest on Shopify?
AB : Google Analytics 4 (GA4) has shown the strongest ranking momentum, climbing 5 positions over the past 30 days. Use the Rankings tab to see full month-over-month trajectories.
5. Where are cohort analysis apps most popular on Shopify?
United States has the highest concentration of cohort analysis app installs at 28.8%, followed by India at 7.3%. The Geography tab shows the full country-by-country breakdown.
6. How is market share calculated for cohort analysis 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.
7. Which cohort analysis app reached 1,000 reviews fastest on Shopify?
Microsoft Clarity: AI Insights hit 1,000 reviews in 10 months since launch — the fastest review ramp among tracked cohort analysis Shopify apps. See the Review Champions chart above for the full race.
