Visuals And Reports Shopify Apps – Reviews & Rating Trends
(Updated September 2026) Compare reviews and ratings for visuals and 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 visuals and reports apps.
Visuals And Reports Shopify Apps — Full Reviews Table
All tracked visuals and 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 |
|---|---|---|
 Vitals: Reviews, Bundles & 40+ | 2,90443 | 4.9 |
 Data Export IO: Report | 1,99411 | 5.0 |
 Report Pundit: Custom Reports | 1,98127 | 5.0 |
 Matrixify | 1,470118 | 4.9 |
 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 |
 Xporter Data Export & Reports | 2711 | 5.0 |
 FeedFix | XML Import & Export | 26418 | 5.0 |
Showing 1-10 out of 82
Key Insights:
- Vitals: Reviews, Bundles & 40+ leads visuals and reports apps with 2,904 total reviews — 910 more than Data Export IO: Report (1,994).
- Top 3 apps (Vitals: Reviews, Bundles & 40+, Data Export IO: Report, Report Pundit: Custom Reports) hold 57.7% of all reviews across the top 10 tracked visuals and reports apps.
- Matrixify is gaining reviews fastest this month (+118) — strong recent install momentum.
- 10 of 10 top-reviewed visuals and reports apps gained new reviews this period; 0 saw no net additions.
Visuals And Reports Shopify Apps — Cumulative Review Trend
Monthly cumulative review count for the top 5 visuals and 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 |
|---|---|---|---|---|---|---|
| Vitals: Reviews, Bundles & 40+ | 2,76554 | 2,81752 | 2,86346 | 2,90744 | 2,94235 | 2,95311 |
| 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 |
| Matrixify | 1,15699 | 1,268112 | 1,35789 | 1,477120 | 1,57396 | 1,64572 |
| BR ‑ Better Reports | 1,13015 | 1,15222 | 1,16412 | 1,18016 | 1,19414 | 1,2028 |
Key Insights:
- Vitals: Reviews, Bundles & 40+'s cumulative reviews grew from 1,958 to 2,953 over the charted period — 995 new reviews accumulated.
- Vitals: Reviews, Bundles & 40+'s 2,953 cumulative reviews sit 2.5× above BR ‑ Better Reports's 1,202 at the bottom of the plotted visuals and reports set — a wide spread between long-running leaders and newer entrants.
Fastest to 1,000 Reviews — Visuals And Reports Shopify Apps
Race-style view of how the top 5 visuals and 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 |
| Vitals: Reviews, Bundles & 40+ | 53 | 2,815 |
| Data Export IO: Report | 74 | 1,902 |
| Matrixify | 96 | 1,446 |
| BR ‑ Better Reports | 101 | 1,147 |
Key Insights:
- Report Pundit: Custom Reports reached 1,000 reviews fastest — in 51 months since launch.
- Vitals: Reviews, Bundles & 40+ crossed 1,000 reviews in 53 months — 2 months behind Report Pundit: Custom Reports.
- All 5 apps in this set have crossed 1,000 reviews — months-to-1k ranges from 51 to 101, a 50-month spread.
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Most-Reviewed Visuals And Reports Shopify Apps
Vitals: Reviews, Bundles & 40+ leads visuals and reports Shopify apps with 2,904 cumulative reviews and a 4.9★ average rating. Data Export IO: Report (1,994 reviews) and Report Pundit: Custom Reports (1,981 reviews) round out the top 3. Combined, the top 3 apps hold 57.7% of all reviews across the top tier — a fragmented review landscape with reviews spread broadly. Notable mover: Matrixify added the most new reviews this month (+118) — a strong recent install signal.
Visuals And Reports reviews are spread broadly — Vitals: Reviews, Bundles & 40+ (2,904), Data Export IO: Report (1,994), and Report Pundit: Custom Reports (1,981) all carry meaningful review bases. With this distribution, review velocity and rating differentiate visuals and reports apps better than total reviews alone.
Visuals And Reports Shopify Apps — Long-Term Review Trends
Vitals: Reviews, Bundles & 40+ accumulated 995 new reviews from Jan 2025 to Sep 2026, growing from 1,958 to 2,953 cumulative reviews — a steep addition rate for visuals and reports apps. Across the top 5 plotted visuals and 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 visuals and reports apps on review trend slope rather than absolute count is the sharper signal — an app gaining reviews fast is winning current merchants, while Vitals: Reviews, Bundles & 40+'s 2,953 cumulative base reflects long-running adoption that may or may not still be translating to new installs.
Review Growth Velocity in Visuals And 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 visuals and reports apps tracked here. Vitals: Reviews, Bundles & 40+ in 53 months, Data Export IO: Report in 74 months, Matrixify 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.
All 5 apps in this set have crossed 1,000 reviews, with current cumulative counts now ranging from 1,147 (BR ‑ Better Reports) to 2,815 (Vitals: Reviews, Bundles & 40+) — a 2.5× difference, showing how far ahead the leader has continued to build past the milestone.
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 visuals and 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 Visuals And Reports
- Taboola Pixel — Has accumulated 4 reviews for visuals and reports at a 5.0★ average.
- Reportei — Has accumulated 0 reviews for visuals and reports.
- Altera ‑ Export and Import — Has accumulated 245 reviews for visuals and reports at a 5.0★ average.
- Reports & Export by SyncWith — Has accumulated 32 reviews for visuals and reports at a 4.7★ average.
- FeedFix | XML Import & Export — Has accumulated 283 reviews for visuals and reports at a 5.0★ average.
Visuals And Reports Shopify Apps — Frequently Asked Questions
1. Which visuals and reports app has the most reviews on Shopify?
Vitals: Reviews, Bundles & 40+ has the most reviews among visuals and reports Shopify apps with 2,904 total reviews, ahead of Data Export IO: Report at 1,994. Sort the table by Reviews (High to Low) to see the full ranked list.
2. How are reviews used to measure visuals and 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 visuals and 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 visuals and reports app is gaining reviews fastest on Shopify?
Matrixify is gaining the most new reviews this month among visuals and reports apps, adding 118 reviews in the past 30 days. Switch the table sub-tab to "Review Changes" to see all apps ordered by review velocity.
4. Which visuals and 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 visuals and 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 visuals and reports Shopify apps?
The top 5 visuals and reports apps average 5.0★ across 9,200 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 visuals and reports app differ from the highest-share app on Shopify?
Vitals: Reviews, Bundles & 40+ has accumulated the most reviews over time (2,904), but Altera ‑ Export and Import 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 visuals and 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.
