(Updated October 2026) Compare reviews and ratings for reporting and filing 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 reporting and filing apps.
All tracked reporting and filing 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 |
|---|---|---|
2,05024 | 5.0 | |
2,01811 | 5.0 | |
1,742129 | 4.9 | |
1,1997 | 5.0 | |
70911 | 4.9 | |
65225 | 4.9 | |
5852 | 4.8 | |
2804 | 5.0 | |
2721 | 5.0 | |
2668 | 5.0 |
Key Insights:
Monthly cumulative review count for the top 5 reporting and filing Shopify apps over the past year — a longitudinal view of which apps keep accumulating reviews and which have flattened.
| App | May 2026 | Jun 2026 | Jul 2026 | Aug 2026 | Sep 2026 | Oct 2026 |
|---|---|---|---|---|---|---|
1,91633 | 1,95236 | 1,98230 | 2,01937 | 2,04526 | 2,05510 | |
1,96719 | 1,98619 | 1,99610 | 2,0026 | 2,01614 | 2,0182 | |
1,263111 | 1,35794 | 1,484127 | 1,587103 | 1,710123 | 1,76454 | |
1,14622 | 1,15812 | 1,17416 | 1,18713 | 1,19811 | 1,2013 | |
58836 | 61628 | 65438 | 69642 | 70711 | 7114 |
Key Insights:
Race-style view of how the top 5 reporting and filing 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.
| App | Months to Reach 1,000 Reviews | Current Review Count |
|---|---|---|
51 | 2,045 | |
74 | 2,014 | |
96 | 1,704 | |
101 | 1,198 | |
Not yet reached | 712 |
Key Insights:
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Report Pundit: Custom Reports leads reporting and filing Shopify apps with 2,050 cumulative reviews and a 5.0★ average rating. Data Export IO: Report (2,018 reviews) and Matrixify: Data Export Import (1,742 reviews) round out the top 3. Combined, the top 3 apps hold 59.4% of all reviews across the top tier — a clear leadership tier with a meaningful long tail behind them. Notable mover: Matrixify: Data Export Import added the most new reviews this month (+129) — a strong recent install signal.
Report Pundit: Custom Reports (2,050) and Data Export IO: Report (2,018) sit close enough on cumulative reviews that current velocity matters more than the totals — for reporting and filing merchants, the apps adding reviews fastest right now (rather than the ones with the highest absolute count) are usually a better signal of current product-market fit.
Report Pundit: Custom Reports accumulated 645 new reviews from Jan 2025 to Oct 2026, growing from 1,410 to 2,055 cumulative reviews — a steep addition rate for reporting and filing apps. Across the top 5 plotted reporting and filing 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 reporting and filing apps on review trend slope rather than absolute count is the sharper signal — an app gaining reviews fast is winning current merchants, while Report Pundit: Custom Reports's 2,055 cumulative base reflects long-running adoption that may or may not still be translating to new installs.
Report Pundit: Custom Reports reached 1,000 reviews in 51 months since launch — the fastest ramp among the top 5 reporting and filing apps tracked here. Data Export IO: Report in 74 months, 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.
1 app on this chart hasn't yet crossed 1,000 reviews: Reputon Amazon Importer at 712 cumulative reviews. Reputon Amazon Importer is closest to the milestone — its current count puts it roughly 71% 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 reporting and filing 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.
Report Pundit: Custom Reports has the most reviews among reporting and filing Shopify apps with 2,050 total reviews, ahead of Data Export IO: Report at 2,018. Sort the table by Reviews (High to Low) to see the full ranked list.
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 reporting and filing 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.
Matrixify: Data Export Import is gaining the most new reviews this month among reporting and filing apps, adding 129 reviews in the past 30 days. Switch the table sub-tab to "Review Changes" to see all apps ordered by review velocity.
Report Pundit: Custom Reports hit 1,000 reviews in 51 months since launch — the fastest review ramp among tracked reporting and filing 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.).
The top 5 reporting and filing apps average 5.0★ across 7,673 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.
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.
Rankings and trends across every Shopify app, category, and keyword.