Multi-Store Reports Shopify Apps — Full Reviews Table
All tracked multi-store reports 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 |
|---|---|---|
 Report Pundit: Custom Reports | 2,07327 | 5.0 |
 Matrixify: Data Export Import | 1,844126 | 4.9 |
 BR ‑ Better Reports | 1,2035 | 5.0 |
 TP: True Profit Analytics | 91718 | 5.0 |
 MIDA Replay, Heatmap & Insight | 61734 | 4.9 |
 Lifetimely Profit Analytics | 58440 | 4.9 |
 TA MAPPY: Store Locator & Maps | 46115 | 4.9 |
 Xporter Data Export & Reports | 272– | 5.0 |
 Report Toaster: Custom Reports | 2212 | 5.0 |
 BeProfit ‑ Profit Analytics | 203– | 4.7 |
Showing 1-10 out of 82
Key Insights:
- Report Pundit: Custom Reports leads multi-store reports apps with 2,073 total reviews — 229 more than Matrixify: Data Export Import (1,844).
- Top 3 apps (Report Pundit: Custom Reports, Matrixify: Data Export Import, BR ‑ Better Reports) hold 61.0% of all reviews across the top 10 tracked multi-store reports apps.
- Matrixify: Data Export Import is gaining reviews fastest this month (+126) — strong recent install momentum.
- 8 of 10 top-reviewed multi-store reports apps gained new reviews this period; 0 saw no net additions.
Multi-Store Reports Shopify Apps — Cumulative Review Trend
Monthly cumulative review count for the top 5 multi-store reports Shopify apps over the past year — a longitudinal view of which apps keep accumulating reviews and which have flattened.
Charts Data
| App | May 2026 | Jun 2026 | Jul 2026 | Aug 2026 | Sep 2026 | Oct 2026 |
|---|---|---|---|---|---|---|
| Report Pundit: Custom Reports | 1,91733 | 1,95336 | 1,98330 | 2,02037 | 2,04626 | 2,07327 |
| Matrixify: Data Export Import | 1,268112 | 1,36395 | 1,491128 | 1,600109 | 1,726126 | 1,844118 |
| BR ‑ Better Reports | 1,14622 | 1,15812 | 1,17416 | 1,18713 | 1,19811 | 1,2035 |
| TP: True Profit Analytics | 81533 | 84530 | 86621 | 88923 | 90213 | 91715 |
| MIDA Replay, Heatmap & Insight | 42818 | 45123 | 47322 | 54673 | 58539 | 61732 |
Key Insights:
- Report Pundit: Custom Reports's cumulative reviews grew from 1,411 to 2,073 over the charted period — 662 new reviews accumulated.
- Report Pundit: Custom Reports's 2,073 cumulative reviews sit 3.4× above MIDA Replay, Heatmap & Insight's 617 at the bottom of the plotted multi-store reports set — a wide spread between long-running leaders and newer entrants.
- Report Pundit: Custom Reports's cumulative review lead compounds over time — an established review base acts as a trust signal for merchants comparing apps, and continued adoption keeps the review count climbing, a flywheel newcomers struggle to interrupt.
Fastest to 1,000 Reviews — Multi-Store Reports Shopify Apps
Race-style view of how the top 5 multi-store reports 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 |
|---|---|---|
| Report Pundit: Custom Reports | 51 | 2,058 |
| Matrixify: Data Export Import | 96 | 1,775 |
| BR ‑ Better Reports | 101 | 1,201 |
| TP: True Profit Analytics | Not yet reached | 917 |
| MIDA Replay, Heatmap & Insight | Not yet reached | 606 |
Key Insights:
- Report Pundit: Custom Reports reached 1,000 reviews fastest — in 51 months since launch.
- Matrixify: Data Export Import crossed 1,000 reviews in 96 months — 45 months behind Report Pundit: Custom Reports.
- 2 of the top 5 multi-store reports apps haven't yet crossed 1,000 reviews — TP: True Profit Analytics is closest at 917 cumulative.
Most-Reviewed Multi-Store Reports Shopify Apps
Report Pundit: Custom Reports leads multi-store reports Shopify apps with 2,073 cumulative reviews and a 5.0★ average rating. Matrixify: Data Export Import (1,844 reviews) and BR ‑ Better Reports (1,203 reviews) round out the top 3. Combined, the top 3 apps hold 61.0% of all reviews across the top tier — a tight oligopoly where the leader's review flywheel is hard to break. Notable mover: Matrixify: Data Export Import added the most new reviews this month (+126) — a strong recent install signal.
Report Pundit: Custom Reports's 2,073-review base reflects long-running merchant adoption in multi-store reports — a tenure signal for merchants who weight track record alongside current fit. Matrixify: Data Export Import (1,844 reviews) and the rest of the top tier carry meaningful adoption too, and feature scope, support, and current trajectory often matter more than raw review totals when choosing between established options.
Multi-Store Reports Shopify Apps — Long-Term Review Trends
Report Pundit: Custom Reports accumulated 662 new reviews from Jan 2025 to Oct 2026, growing from 1,411 to 2,073 cumulative reviews — a steep addition rate for multi-store reports apps. Across the top 5 plotted multi-store reports 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.
Report Pundit: Custom Reports's lead in cumulative reviews compounds in concentrated multi-store reports categories: more reviews lift App Store rank, which drives more installs, which add more reviews — newcomers face a steep curve to catch up to the 2,073 cumulative base.
Review Growth Velocity in Multi-Store Reports — Which Apps Grew Fastest
Report Pundit: Custom Reports reached 1,000 reviews in 51 months since launch — the fastest ramp among the top 5 multi-store reports apps tracked here. Matrixify: Data Export Import in 96 months, and BR ‑ Better Reports took 101 months to cross the same milestone, a 50-month spread between the fastest and slowest in the set.
2 apps on this chart haven't yet crossed 1,000 reviews: TP: True Profit Analytics at 917, MIDA Replay, Heatmap & Insight at 606 cumulative reviews. TP: True Profit Analytics is closest to the milestone — its current count puts it roughly 92% of the way to 1,000.
The 50-month gap between Report Pundit: Custom Reports's and BR ‑ Better Reports's time-to-1,000 highlights how unevenly product-market fit landed across this multi-store reports 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 Multi-Store Reports
- MIDA Replay, Heatmap & Insight — Has accumulated 617 reviews for multi-store reports at a 4.9★ average.
- TA MAPPY: Store Locator & Maps — Has accumulated 461 reviews for multi-store reports at a 5.0★ average.
- Report Pundit: Custom Reports — Has accumulated 2,073 reviews for multi-store reports at a 5.0★ average.
- TP: True Profit Analytics — Has accumulated 917 reviews for multi-store reports at a 4.9★ average.
- Bloom Profit Analytics — Has accumulated 46 reviews for multi-store reports at a 5.0★ average.
Multi-Store Reports Shopify Apps — Frequently Asked Questions
1. Which multi-store reports app has the most reviews on Shopify?
Report Pundit: Custom Reports has the most reviews among multi-store reports Shopify apps with 2,073 total reviews, ahead of Matrixify: Data Export Import at 1,844. Sort the table by Reviews (High to Low) to see the full ranked list.
2. How are reviews used to measure multi-store reports 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 multi-store reports 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 multi-store reports app is gaining reviews fastest on Shopify?
Matrixify: Data Export Import is gaining the most new reviews this month among multi-store reports apps, adding 126 reviews in the past 30 days. Switch the table sub-tab to "Review Changes" to see all apps ordered by review velocity.
4. Which multi-store reports app reached 1,000 reviews fastest on Shopify?
Report Pundit: Custom Reports hit 1,000 reviews in 51 months since launch — the fastest review ramp among tracked multi-store reports 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 multi-store reports Shopify apps?
The top 5 multi-store reports apps average 4.9★ across 6,557 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. How often are review counts for multi-store reports 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.
