Advanced Reports Shopify Apps – Reviews & Rating Trends
(Updated September 2026) Compare reviews and ratings for advanced reports 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 advanced reports apps.
Advanced Reports Shopify Apps — Full Reviews Table
All tracked advanced 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 |
|---|---|---|
 Data Export IO: Report | 1,99411 | 5.0 |
 Report Pundit: Custom Reports | 1,98527 | 5.0 |
 BR ‑ Better Reports | 1,17915 | 5.0 |
 Reputon Amazon Importer | 65528 | 4.9 |
 Mipler ‑ Advanced Reports | 61813 | 4.9 |
 Rebolt Upsell & Bundles App | 5864 | 4.8 |
 Advanced Shipping Rules | 3162 | 4.8 |
 Xporter Data Export & Reports | 2711 | 5.0 |
 FeedFix | XML Import & Export | 26418 | 5.0 |
 eBay Sync & Importer LionzApps | 24018 | 4.9 |
Showing 1-10 out of 87
Key Insights:
- Data Export IO: Report leads advanced reports apps with 1,994 total reviews — 9 more than Report Pundit: Custom Reports (1,985).
- Top 3 apps (Data Export IO: Report, Report Pundit: Custom Reports, BR ‑ Better Reports) hold 63.6% of all reviews across the top 10 tracked advanced reports apps.
- Reputon Amazon Importer is gaining reviews fastest this month (+28) — strong recent install momentum.
- 10 of 10 top-reviewed advanced reports apps gained new reviews this period; 0 saw no net additions.
Advanced Reports Shopify Apps — Cumulative Review Trend
Monthly cumulative review count for the top 5 advanced reports 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 |
|---|---|---|---|---|---|---|
| Report Pundit: Custom Reports | 1,89045 | 1,92333 | 1,95936 | 1,98829 | 2,02436 | 2,04824 |
| Data Export IO: Report | 1,94614 | 1,96519 | 1,98419 | 1,99410 | 2,0006 | 2,01313 |
| BR ‑ Better Reports | 1,13015 | 1,15222 | 1,16412 | 1,18016 | 1,19414 | 1,2028 |
| Reputon Amazon Importer | 55628 | 59640 | 62731 | 65831 | 68931 | 6978 |
| Mipler ‑ Advanced Reports | 57511 | 59015 | 60515 | 61813 | 63012 | 64717 |
Key Insights:
- Report Pundit: Custom Reports's cumulative reviews grew from 1,417 to 2,048 over the charted period — 631 new reviews accumulated.
- Report Pundit: Custom Reports's 2,048 cumulative reviews sit 3.2× above Mipler ‑ Advanced Reports's 647 at the bottom of the plotted advanced reports set — a wide spread between long-running leaders and newer entrants.
Fastest to 1,000 Reviews — Advanced Reports Shopify Apps
Race-style view of how the top 5 advanced 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 | 1,890 |
| Data Export IO: Report | 74 | 1,902 |
| BR ‑ Better Reports | 101 | 1,147 |
| Reputon Amazon Importer | Not yet reached | 682 |
| Mipler ‑ Advanced Reports | Not yet reached | 601 |
Key Insights:
- Report Pundit: Custom Reports reached 1,000 reviews fastest — in 51 months since launch.
- Data Export IO: Report crossed 1,000 reviews in 74 months — 23 months behind Report Pundit: Custom Reports.
- 2 of the top 5 advanced reports apps haven't yet crossed 1,000 reviews — Reputon Amazon Importer is closest at 682 cumulative.
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Most-Reviewed Advanced Reports Shopify Apps
Data Export IO: Report leads advanced reports Shopify apps with 1,994 cumulative reviews and a 5.0★ average rating. Report Pundit: Custom Reports (1,985 reviews) and BR ‑ Better Reports (1,179 reviews) round out the top 3. Combined, the top 3 apps hold 63.6% of all reviews across the top tier — a clear leadership tier with a meaningful long tail behind them. Notable mover: Reputon Amazon Importer added the most new reviews this month (+28) — a strong recent install signal.
Data Export IO: Report (1,994) and Report Pundit: Custom Reports (1,985) sit close enough on cumulative reviews that current velocity matters more than the totals — for advanced reports 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.
Advanced Reports Shopify Apps — Long-Term Review Trends
Report Pundit: Custom Reports accumulated 631 new reviews from Jan 2025 to Sep 2026, growing from 1,417 to 2,048 cumulative reviews — a steep addition rate for advanced reports apps. Across the top 5 plotted advanced 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.
Comparing advanced reports 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 2,048 cumulative base reflects long-running adoption that may or may not still be translating to new installs.
Review Growth Velocity in Advanced 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 advanced reports apps tracked here. Data Export IO: Report in 74 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: Reputon Amazon Importer at 682, Mipler ‑ Advanced Reports at 601 cumulative reviews. Reputon Amazon Importer is closest to the milestone — its current count puts it roughly 68% 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 advanced 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 Advanced Reports
- Mipler ‑ Advanced Reports — Has accumulated 647 reviews for advanced reports at a 5.0★ average.
- Report Pundit: Custom Reports — Has accumulated 2,048 reviews for advanced reports at a 5.0★ average.
- Data Export IO: Report — Has accumulated 2,013 reviews for advanced reports at a 5.0★ average.
- Lifetimely Profit Analytics — Has accumulated 545 reviews for advanced reports at a 4.9★ average.
- Brightpearl by Sage — Has accumulated 57 reviews for advanced reports at a 4.6★ average.
Advanced Reports Shopify Apps — Frequently Asked Questions
1. Which advanced reports app has the most reviews on Shopify?
Data Export IO: Report has the most reviews among advanced reports Shopify apps with 1,994 total reviews, ahead of Report Pundit: Custom Reports at 1,985. Sort the table by Reviews (High to Low) to see the full ranked list.
2. How are reviews used to measure advanced 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 advanced 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 advanced reports app is gaining reviews fastest on Shopify?
Reputon Amazon Importer is gaining the most new reviews this month among advanced reports apps, adding 28 reviews in the past 30 days. Switch the table sub-tab to "Review Changes" to see all apps ordered by review velocity.
4. Which advanced 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 advanced 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 advanced reports Shopify apps?
The top 5 advanced reports apps average 5.0★ across 6,222 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 advanced reports app differ from the highest-share app on Shopify?
Data Export IO: Report has accumulated the most reviews over time (1,994), but Report Pundit: Custom Reports 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 advanced 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.
