Roas Shopify Apps – Reviews & Rating Trends
(Updated September 2026) Compare reviews and ratings for roas 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 roas apps.
Roas Shopify Apps — Full Reviews Table
All tracked roas 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 | 1,98527 | 5.0 |
 Microsoft Clarity: AI Insights | 1,828224 | 4.6 |
 Omega Facebook Pixel, Meta Ads | 97821 | 4.9 |
 TP: True Profit Analytics | 87321 | 5.0 |
 Peek! ‑ Better Replay & Survey | 6353 | 4.8 |
 Propel Replay, Survey, Heatmap | 62827 | 4.9 |
 Mipler ‑ Advanced Reports | 61813 | 4.9 |
 Lifetimely Profit Analytics | 51916 | 4.9 |
 MIDA Replay, Heatmap & Insight | 47919 | 4.9 |
 Trackify Facebook Pixel,TikTok | 3835 | 4.8 |
Showing 1-10 out of 89
Key Insights:
- Report Pundit: Custom Reports leads roas apps with 1,985 total reviews — 157 more than Microsoft Clarity: AI Insights (1,828).
- Top 3 apps (Report Pundit: Custom Reports, Microsoft Clarity: AI Insights, Omega Facebook Pixel, Meta Ads) hold 53.7% of all reviews across the top 10 tracked roas apps.
- Microsoft Clarity: AI Insights is gaining reviews fastest this month (+224) — strong recent install momentum.
- 10 of 10 top-reviewed roas apps gained new reviews this period; 0 saw no net additions.
Roas Shopify Apps — Cumulative Review Trend
Monthly cumulative review count for the top 5 roas 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 |
|---|---|---|---|---|---|---|
| Microsoft Clarity: AI Insights | 1,141186 | 1,387246 | 1,615228 | 1,848233 | 2,070222 | 2,216146 |
| Report Pundit: Custom Reports | 1,89045 | 1,92333 | 1,95936 | 1,98829 | 2,02436 | 2,04723 |
| Omega Facebook Pixel, Meta Ads | 91921 | 93920 | 95718 | 97821 | 99618 | 1,0037 |
| TP: True Profit Analytics | 79031 | 82434 | 85430 | 87319 | 89522 | 9038 |
| Propel Replay, Survey, Heatmap | 54139 | 56827 | 60234 | 63028 | 65525 | 70045 |
Key Insights:
- Microsoft Clarity: AI Insights's cumulative reviews grew from 1 to 2,216 over the charted period — 2,215 new reviews accumulated.
- Microsoft Clarity: AI Insights's 2,216 cumulative reviews sit 3.2× above Propel Replay, Survey, Heatmap's 700 at the bottom of the plotted roas set — a wide spread between long-running leaders and newer entrants.
Fastest to 1,000 Reviews — Roas Shopify Apps
Race-style view of how the top 5 roas 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 |
| Omega Facebook Pixel, Meta Ads | 68 | 895 |
| TP: True Profit Analytics | Not yet reached | 810 |
| Peek! ‑ Better Replay & Survey | Not yet reached | 578 |
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.
- 2 of the top 5 roas apps haven't yet crossed 1,000 reviews — TP: True Profit Analytics is closest at 810 cumulative.
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Most-Reviewed Roas Shopify Apps
Report Pundit: Custom Reports leads roas Shopify apps with 1,985 cumulative reviews and a 5.0★ average rating. Microsoft Clarity: AI Insights (1,828 reviews) and Omega Facebook Pixel, Meta Ads (978 reviews) round out the top 3. Combined, the top 3 apps hold 53.7% 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.
Report Pundit: Custom Reports (1,985) and Microsoft Clarity: AI Insights (1,828) sit close enough on cumulative reviews that current velocity matters more than the totals — for roas 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.
Roas Shopify Apps — Long-Term Review Trends
Microsoft Clarity: AI Insights accumulated 2,215 new reviews from Jul 2025 to Sep 2026, growing from 1 to 2,216 cumulative reviews — a steep addition rate for roas apps. Across the top 5 plotted roas 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 roas apps on review trend slope rather than absolute count is the sharper signal — an app gaining reviews fast is winning current merchants, while Microsoft Clarity: AI Insights's 2,216 cumulative base reflects long-running adoption that may or may not still be translating to new installs.
Review Growth Velocity in Roas — Which Apps Grew Fastest
Microsoft Clarity: AI Insights reached 1,000 reviews in 10 months since launch — the fastest ramp among the top 5 roas apps tracked here. Report Pundit: Custom Reports in 51 months, and Omega Facebook Pixel, Meta Ads took 68 months to cross the same milestone, a 58-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 810, Peek! ‑ Better Replay & Survey at 578 cumulative reviews. TP: True Profit Analytics is closest to the milestone — its current count puts it roughly 81% of the way to 1,000.
The 58-month gap between Microsoft Clarity: AI Insights's and Omega Facebook Pixel, Meta Ads's time-to-1,000 highlights how unevenly product-market fit landed across this roas 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 Roas
- Juicy Profit Analytics — Has accumulated 80 reviews for roas at a 4.9★ average.
- Stape Conversion Tracking — Has accumulated 41 reviews for roas at a 4.4★ average.
- OC Meta Pixel‑ Facebook Pixels — Has accumulated 106 reviews for roas at a 4.9★ average.
- Aimerce First‑Party Pixel — Has accumulated 93 reviews for roas at a 5.0★ average.
- MIDA Replay, Heatmap & Insight — Has accumulated 579 reviews for roas at a 4.9★ average.
Roas Shopify Apps — Frequently Asked Questions
1. Which roas app has the most reviews on Shopify?
Report Pundit: Custom Reports has the most reviews among roas Shopify apps with 1,985 total reviews, ahead of Microsoft Clarity: AI Insights at 1,828. Sort the table by Reviews (High to Low) to see the full ranked list.
2. How are reviews used to measure roas 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 roas 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 roas app is gaining reviews fastest on Shopify?
Microsoft Clarity: AI Insights is gaining the most new reviews this month among roas 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 roas 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 roas 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 roas Shopify apps?
The top 5 roas apps average 4.8★ across 6,177 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 roas 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.
