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 |
|---|---|---|
 Microsoft Clarity: AI Insights | 2,419182 | 4.6 |
 Report Pundit: Custom Reports | 2,06925 | 5.0 |
 Multifeed Google Shopping Feed | 1,12119 | 4.9 |
 Omega Facebook Pixel, Meta Ads | 1,00016 | 4.9 |
 TP: True Profit Analytics | 91416 | 5.0 |
 Propel Replay, Survey, Heatmap | 72031 | 4.9 |
 Mipler ‑ Advanced Reports | 65717 | 4.9 |
 MIDA Replay, Heatmap & Insight | 60927 | 4.9 |
 Lifetimely Profit Analytics | 56930 | 4.9 |
 Trackify Facebook Pixel,TikTok | 3984 | 4.8 |
Showing 1-10 out of 91
Key Insights:
- Microsoft Clarity: AI Insights leads roas apps with 2,419 total reviews — 350 more than Report Pundit: Custom Reports (2,069).
- Top 3 apps (Microsoft Clarity: AI Insights, Report Pundit: Custom Reports, Multifeed Google Shopping Feed) hold 53.5% of all reviews across the top 10 tracked roas apps.
- Microsoft Clarity: AI Insights is gaining reviews fastest this month (+182) — 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 | May 2026 | Jun 2026 | Jul 2026 | Aug 2026 | Sep 2026 | Oct 2026 |
|---|---|---|---|---|---|---|
| Microsoft Clarity: AI Insights | 1,372243 | 1,597225 | 1,843246 | 2,075232 | 2,272197 | 2,419147 |
| Report Pundit: Custom Reports | 1,91733 | 1,95336 | 1,98330 | 2,02037 | 2,04626 | 2,06923 |
| Multifeed Google Shopping Feed | 1,03321 | 1,05320 | 1,06714 | 1,08619 | 1,10620 | 1,12115 |
| Omega Facebook Pixel, Meta Ads | 91718 | 93518 | 95722 | 97619 | 98610 | 1,00014 |
| TP: True Profit Analytics | 81533 | 84530 | 86621 | 88923 | 90213 | 91412 |
Key Insights:
- Microsoft Clarity: AI Insights's cumulative reviews grew from 1 to 2,419 over the charted period — 2,418 new reviews accumulated.
- Microsoft Clarity: AI Insights's 2,419 cumulative reviews sit 2.6× above TP: True Profit Analytics's 914 at the bottom of the plotted roas set — a wide spread between long-running leaders and newer entrants.
- Microsoft Clarity: AI Insights's cumulative review lead compounds over time — an established review base acts as a trust signal for merchants comparing apps, and continued adoption keeps the review count climbing, a flywheel newcomers struggle to interrupt.
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 | 2,358 |
| Report Pundit: Custom Reports | 51 | 2,058 |
| Omega Facebook Pixel, Meta Ads | 69 | 989 |
| Multifeed Google Shopping Feed | 69 | 1,120 |
| TP: True Profit Analytics | Not yet reached | 917 |
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.
- TP: True Profit Analytics is still building toward 1,000 reviews — currently at 917 cumulative.
Most-Reviewed Roas Shopify Apps
Microsoft Clarity: AI Insights leads roas Shopify apps with 2,419 cumulative reviews and a 4.6★ average rating. Report Pundit: Custom Reports (2,069 reviews) and Multifeed Google Shopping Feed (1,121 reviews) round out the top 3. Combined, the top 3 apps hold 53.5% of all reviews across the top tier — a tight oligopoly where the leader's review flywheel is hard to break. Notable mover: Microsoft Clarity: AI Insights added the most new reviews this month (+182) — a strong recent install signal.
Microsoft Clarity: AI Insights's 2,419-review base reflects long-running merchant adoption in roas — a tenure signal for merchants who weight track record alongside current fit. Report Pundit: Custom Reports (2,069 reviews) and the rest of the top tier carry meaningful adoption too, and feature scope, support, and current trajectory often matter more than raw review totals when choosing between established options.
Roas Shopify Apps — Long-Term Review Trends
Microsoft Clarity: AI Insights accumulated 2,418 new reviews from Jul 2025 to Oct 2026, growing from 1 to 2,419 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.
Microsoft Clarity: AI Insights's lead in cumulative reviews compounds in concentrated roas categories: more reviews lift App Store rank, which drives more installs, which add more reviews — newcomers face a steep curve to catch up to the 2,419 cumulative base.
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, Omega Facebook Pixel, Meta Ads in 69 months, and Multifeed Google Shopping Feed took 69 months to cross the same milestone, a 59-month spread between the fastest and slowest in the set.
1 app on this chart hasn't yet crossed 1,000 reviews: TP: True Profit Analytics at 917 cumulative reviews. TP: True Profit Analytics is closest to the milestone — its current count puts it roughly 92% of the way to 1,000.
The 59-month gap between Microsoft Clarity: AI Insights's and Multifeed Google Shopping Feed'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 96 reviews for roas at a 4.9★ average.
- OC Meta Pixel‑ Facebook Pixels — Has accumulated 113 reviews for roas at a 5.0★ average.
- Orichi ChatGPT Ads‑ OpenAI Ads — Has accumulated 30 reviews for roas at a 5.0★ average.
- Origin: Attribution & Profit — Has accumulated 35 reviews for roas at a 5.0★ average.
- Stape Conversion Tracking — Has accumulated 43 reviews for roas at a 4.4★ average.
Roas Shopify Apps — Frequently Asked Questions
1. Which roas app has the most reviews on Shopify?
Microsoft Clarity: AI Insights has the most reviews among roas Shopify apps with 2,419 total reviews, ahead of Report Pundit: Custom Reports at 2,069. 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 182 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 7,442 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.
