Purchase Tracking Shopify Apps – Reviews & Rating Trends
(Updated September 2026) Compare reviews and ratings for purchase tracking Shopify apps and see which apps are gaining the most install momentum. Review counts are the closest proxy to actual installs — Shopify doesn't publish install numbers — so review velocity is one of the strongest signals of merchant adoption for purchase tracking apps.
Purchase Tracking Shopify Apps — Full Reviews Table
All tracked purchase tracking Shopify apps ranked by total review count, with new reviews gained vs 30 days ago and average rating. Filter by country and date range; sort by reviews or review velocity.
| App | Reviews | Rating |
|---|---|---|
 Data Export IO: Report | 1,99411 | 5.0 |
 Report Pundit: Custom Reports | 1,98127 | 5.0 |
 Microsoft Clarity: AI Insights | 1,828224 | 4.6 |
 BR ‑ Better Reports | 1,17915 | 5.0 |
 TP: True Profit Analytics | 87321 | 5.0 |
 Lucky Orange Heatmaps & Replay | 86315 | 4.7 |
 Peek! ‑ Better Replay & Survey | 6353 | 4.8 |
 Propel Replay, Survey, Heatmap | 62827 | 4.9 |
 Mipler ‑ Advanced Reports | 61813 | 4.9 |
 Zigpoll Customer Surveys | 53612 | 5.0 |
Showing 1-10 out of 91
Key Insights:
- Data Export IO: Report leads purchase tracking apps with 1,994 total reviews — 13 more than Report Pundit: Custom Reports (1,981).
- Top 3 apps (Data Export IO: Report, Report Pundit: Custom Reports, Microsoft Clarity: AI Insights) hold 52.1% of all reviews across the top 10 tracked purchase tracking apps.
- Microsoft Clarity: AI Insights is gaining reviews fastest this month (+224) — strong recent install momentum.
- 10 of 10 top-reviewed purchase tracking apps gained new reviews this period; 0 saw no net additions.
Purchase Tracking Shopify Apps — Cumulative Review Trend
Monthly cumulative review count for the top 5 purchase tracking Shopify apps over the past year — a longitudinal view of which apps keep accumulating reviews and which have flattened.
Charts Data
| App | Apr 2026 | May 2026 | Jun 2026 | Jul 2026 | Aug 2026 | Sep 2026 |
|---|---|---|---|---|---|---|
| Microsoft Clarity: AI Insights | 1,141186 | 1,387246 | 1,615228 | 1,848233 | 2,070222 | 2,190120 |
| Report Pundit: Custom Reports | 1,88645 | 1,91933 | 1,95536 | 1,98429 | 2,02036 | 2,04020 |
| Data Export IO: Report | 1,94614 | 1,96519 | 1,98419 | 1,99410 | 2,0006 | 2,01010 |
| BR ‑ Better Reports | 1,13015 | 1,15222 | 1,16412 | 1,18016 | 1,19414 | 1,2028 |
| TP: True Profit Analytics | 79031 | 82434 | 85430 | 87319 | 89522 | 9038 |
Key Insights:
- Microsoft Clarity: AI Insights's cumulative reviews grew from 1 to 2,190 over the charted period — 2,189 new reviews accumulated.
- Microsoft Clarity: AI Insights's 2,190 cumulative reviews sit 2.4× above TP: True Profit Analytics's 903 at the bottom of the plotted purchase tracking set — a wide spread between long-running leaders and newer entrants.
Fastest to 1,000 Reviews — Purchase Tracking Shopify Apps
Race-style view of how the top 5 purchase tracking Shopify apps reached 1,000 reviews — months since launch on the X-axis, cumulative review count on the Y-axis. Adjust the milestone or app set with the filters above.
Charts Data
| App | Months to Reach 1,000 Reviews | Current Review Count |
|---|---|---|
| Microsoft Clarity: AI Insights | 10 | 2,004 |
| Report Pundit: Custom Reports | 51 | 1,890 |
| Data Export IO: Report | 74 | 1,902 |
| BR ‑ Better Reports | 101 | 1,147 |
| TP: True Profit Analytics | Not yet reached | 810 |
Key Insights:
- Microsoft Clarity: AI Insights reached 1,000 reviews fastest — in 10 months since launch.
- Report Pundit: Custom Reports crossed 1,000 reviews in 51 months — 41 months behind Microsoft Clarity: AI Insights.
- TP: True Profit Analytics is still building toward 1,000 reviews — currently at 810 cumulative.
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Most-Reviewed Purchase Tracking Shopify Apps
Data Export IO: Report leads purchase tracking Shopify apps with 1,994 cumulative reviews and a 5.0★ average rating. Report Pundit: Custom Reports (1,981 reviews) and Microsoft Clarity: AI Insights (1,828 reviews) round out the top 3. Combined, the top 3 apps hold 52.1% of all reviews across the top tier — a fragmented review landscape with reviews spread broadly. Notable mover: Microsoft Clarity: AI Insights added the most new reviews this month (+224) — a strong recent install signal.
Purchase Tracking reviews are spread broadly — Data Export IO: Report (1,994), Report Pundit: Custom Reports (1,981), and Microsoft Clarity: AI Insights (1,828) all carry meaningful review bases. With this distribution, review velocity and rating differentiate purchase tracking apps better than total reviews alone.
Purchase Tracking Shopify Apps — Long-Term Review Trends
Microsoft Clarity: AI Insights accumulated 2,189 new reviews from Jul 2025 to Sep 2026, growing from 1 to 2,190 cumulative reviews — a steep addition rate for purchase tracking apps. Across the top 5 plotted purchase tracking apps, the steepest ongoing slopes mark the ones still actively winning new merchants — absolute review counts matter less than recent acceleration when picking apps in a category that's still growing.
Comparing purchase tracking apps on review trend slope rather than absolute count is the sharper signal — an app gaining reviews fast is winning current merchants, while Microsoft Clarity: AI Insights's 2,190 cumulative base reflects long-running adoption that may or may not still be translating to new installs.
Review Growth Velocity in Purchase Tracking — Which Apps Grew Fastest
Microsoft Clarity: AI Insights reached 1,000 reviews in 10 months since launch — the fastest ramp among the top 5 purchase tracking apps tracked here. Report Pundit: Custom Reports in 51 months, Data Export IO: Report in 74 months, and BR ‑ Better Reports took 101 months to cross the same milestone, a 91-month spread between the fastest and slowest in the set.
1 app on this chart hasn't yet crossed 1,000 reviews: TP: True Profit Analytics at 810 cumulative reviews. TP: True Profit Analytics is closest to the milestone — its current count puts it roughly 81% of the way to 1,000.
The 91-month gap between Microsoft Clarity: AI Insights's and BR ‑ Better Reports's time-to-1,000 highlights how unevenly product-market fit landed across this purchase tracking set — the leader found its merchant audience early, while late-rampers took multiple years to reach the same review depth. For merchants comparing these apps today, slower-ramping apps may have closed the functionality gap but still operate on smaller review bases.
Top 5 Apps in Purchase Tracking
- Parkour: Facebook Pixel & Feed — Has accumulated 193 reviews for purchase tracking at a 5.0★ average.
- MIDA Replay, Heatmap & Insight — Has accumulated 576 reviews for purchase tracking at a 4.9★ average.
- Microsoft Clarity: AI Insights — Has accumulated 2,190 reviews for purchase tracking at a 4.6★ average.
- Propel Replay, Survey, Heatmap — Has accumulated 693 reviews for purchase tracking at a 4.9★ average.
- Zigpoll Customer Surveys — Has accumulated 550 reviews for purchase tracking at a 5.0★ average.
Purchase Tracking Shopify Apps — Frequently Asked Questions
1. Which purchase tracking app has the most reviews on Shopify?
Data Export IO: Report has the most reviews among purchase tracking Shopify apps with 1,994 total reviews, ahead of Report Pundit: Custom Reports at 1,981. Sort the table by Reviews (High to Low) to see the full ranked list.
2. How are reviews used to measure purchase tracking app popularity on Shopify?
Reviews are the closest publicly available proxy for install volume on Shopify — Shopify doesn't publish install counts, so cumulative reviews and review velocity are the standard way to measure adoption. For purchase tracking apps, this page shows total reviews, new reviews per month, and time-to-1,000 reviews so you can compare both established scale and current momentum.
3. Which purchase tracking app is gaining reviews fastest on Shopify?
Microsoft Clarity: AI Insights is gaining the most new reviews this month among purchase tracking apps, adding 224 reviews in the past 30 days. Switch the table sub-tab to "Review Changes" to see all apps ordered by review velocity.
4. Which purchase tracking 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 purchase tracking Shopify apps. Use the "Fastest to 1,000 Reviews" chart above to compare against other apps or change the milestone (5,000, 10,000, etc.).
5. What is the average rating for top purchase tracking Shopify apps?
The top 5 purchase tracking apps average 4.9★ across 7,753 combined reviews — a strong overall quality benchmark. Individual ratings appear in the table above; sort by Reviews to see how rating varies across the most-installed apps.
6. Why does the most-reviewed purchase tracking app differ from the highest-share app on Shopify?
Data Export IO: Report has accumulated the most reviews over time (1,994), but Microsoft Clarity: AI Insights currently holds higher market share. Cumulative reviews reflect long-running merchant adoption, while market share is computed from recent review velocity — so a faster-ramping newer app can lead share before its cumulative reviews catch up.
7. How often are review counts for purchase tracking apps updated on Shopify?
Review counts and rating data refresh weekly on this page. The Reviews Trend chart aggregates monthly intervals by default — switch to weekly granularity for shorter-term signals or yearly for macro trends.
