Custom Dashboards Shopify Apps – Reviews & Rating Trends
(Updated September 2026) Compare reviews and ratings for custom dashboards 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 custom dashboards apps.
Custom Dashboards Shopify Apps — Full Reviews Table
All tracked custom dashboards 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 |
|---|---|---|
 UpPromote Affiliate Marketing | 3,66889 | 4.9 |
 Smart Product Filter & Search | 2,27745 | 4.9 |
 Data Export IO: Report | 1,99411 | 5.0 |
 Report Pundit: Custom Reports | 1,98527 | 5.0 |
 Microsoft Clarity: AI Insights | 1,828224 | 4.6 |
 Referral Candy & Affiliate | 1,4859 | 4.9 |
 BixGrow Affiliate Marketing | 1,26918 | 5.0 |
 BR ‑ Better Reports | 1,17915 | 5.0 |
 AfterShip Referral & Affiliate | 1,0331 | 4.8 |
 Affiliate Marketing ReferrLy | 1,02329 | 5.0 |
Showing 1-10 out of 88
Key Insights:
- UpPromote Affiliate Marketing leads custom dashboards apps with 3,668 total reviews — 1,391 more than Smart Product Filter & Search (2,277).
- Top 3 apps (UpPromote Affiliate Marketing, Smart Product Filter & Search, Data Export IO: Report) hold 44.7% of all reviews across the top 10 tracked custom dashboards apps.
- Microsoft Clarity: AI Insights is gaining reviews fastest this month (+224) — strong recent install momentum.
- 10 of 10 top-reviewed custom dashboards apps gained new reviews this period; 0 saw no net additions.
Custom Dashboards Shopify Apps — Cumulative Review Trend
Monthly cumulative review count for the top 5 custom dashboards 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 |
|---|---|---|---|---|---|---|
| UpPromote Affiliate Marketing | 3,363127 | 3,475112 | 3,584109 | 3,67490 | 3,783109 | 3,85774 |
| Smart Product Filter & Search | 2,11851 | 2,17254 | 2,23361 | 2,28350 | 2,33956 | 2,36223 |
| Microsoft Clarity: AI Insights | 1,141186 | 1,387246 | 1,615228 | 1,848233 | 2,070222 | 2,247177 |
| Report Pundit: Custom Reports | 1,89045 | 1,92333 | 1,95936 | 1,98829 | 2,02436 | 2,04925 |
| Data Export IO: Report | 1,94614 | 1,96519 | 1,98419 | 1,99410 | 2,0006 | 2,01313 |
Key Insights:
- UpPromote Affiliate Marketing's cumulative reviews grew from 1,870 to 3,857 over the charted period — 1,987 new reviews accumulated.
- UpPromote Affiliate Marketing's 3,857 cumulative reviews sit 1.9× above Data Export IO: Report's 2,013 at the bottom of the plotted custom dashboards set — a wide spread between long-running leaders and newer entrants.
Fastest to 1,000 Reviews — Custom Dashboards Shopify Apps
Race-style view of how the top 5 custom dashboards 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 |
| UpPromote Affiliate Marketing | 52 | 3,670 |
| Smart Product Filter & Search | 73 | 2,233 |
| Data Export IO: Report | 74 | 1,902 |
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.
- All 5 apps in this set have crossed 1,000 reviews — months-to-1k ranges from 10 to 74, a 64-month spread.
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Most-Reviewed Custom Dashboards Shopify Apps
UpPromote Affiliate Marketing leads custom dashboards Shopify apps with 3,668 cumulative reviews and a 4.9★ average rating. Smart Product Filter & Search (2,277 reviews) and Data Export IO: Report (1,994 reviews) round out the top 3. Combined, the top 3 apps hold 44.7% of all reviews across the top tier — a clear leadership tier with a meaningful long tail behind them. Notable mover: Microsoft Clarity: AI Insights added the most new reviews this month (+224) — a strong recent install signal.
UpPromote Affiliate Marketing (3,668) and Smart Product Filter & Search (2,277) sit close enough on cumulative reviews that current velocity matters more than the totals — for custom dashboards 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.
Custom Dashboards Shopify Apps — Long-Term Review Trends
UpPromote Affiliate Marketing accumulated 1,987 new reviews from Jan 2025 to Sep 2026, growing from 1,870 to 3,857 cumulative reviews — a steep addition rate for custom dashboards apps. Across the top 5 plotted custom dashboards 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 custom dashboards apps on review trend slope rather than absolute count is the sharper signal — an app gaining reviews fast is winning current merchants, while UpPromote Affiliate Marketing's 3,857 cumulative base reflects long-running adoption that may or may not still be translating to new installs.
Review Growth Velocity in Custom Dashboards — Which Apps Grew Fastest
Microsoft Clarity: AI Insights reached 1,000 reviews in 10 months since launch — the fastest ramp among the top 5 custom dashboards apps tracked here. Report Pundit: Custom Reports in 51 months, UpPromote Affiliate Marketing in 52 months, Smart Product Filter & Search in 73 months, and Data Export IO: Report took 74 months to cross the same milestone, a 64-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 1,890 (Report Pundit: Custom Reports) to 3,670 (UpPromote Affiliate Marketing) — a 1.9× difference, showing how far ahead the leader has continued to build past the milestone.
The 64-month gap between Microsoft Clarity: AI Insights's and Data Export IO: Report's time-to-1,000 highlights how unevenly product-market fit landed across this custom dashboards 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 Custom Dashboards
- Affiliate Marketing ReferrLy — Has accumulated 1,101 reviews for custom dashboards at a 5.0★ average.
- MIDA Replay, Heatmap & Insight — Has accumulated 581 reviews for custom dashboards at a 4.9★ average.
- BixGrow Affiliate Marketing — Has accumulated 1,325 reviews for custom dashboards at a 4.9★ average.
- UpPromote Affiliate Marketing — Has accumulated 3,857 reviews for custom dashboards at a 4.9★ average.
- Propel Replay, Survey, Heatmap — Has accumulated 705 reviews for custom dashboards at a 4.9★ average.
Custom Dashboards Shopify Apps — Frequently Asked Questions
1. Which custom dashboards app has the most reviews on Shopify?
UpPromote Affiliate Marketing has the most reviews among custom dashboards Shopify apps with 3,668 total reviews, ahead of Smart Product Filter & Search at 2,277. Sort the table by Reviews (High to Low) to see the full ranked list.
2. How are reviews used to measure custom dashboards 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 custom dashboards 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 custom dashboards app is gaining reviews fastest on Shopify?
Microsoft Clarity: AI Insights is gaining the most new reviews this month among custom dashboards 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 custom dashboards 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 custom dashboards 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 custom dashboards Shopify apps?
The top 5 custom dashboards apps average 4.9★ across 11,699 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 custom dashboards 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.
