(Updated September 2026) Compare reviews and ratings for conversion 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 conversion apps.
All tracked conversion 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 |
|---|---|---|
44,2371,895 | 5.0 | |
15,497378 | 4.8 | |
9,159273 | 4.9 | |
8,513474 | 4.8 | |
5,41050 | 4.9 | |
5,259142 | 4.3 | |
5,259444 | 5.0 | |
5,066648 | 3.7 | |
4,759104 | 4.9 | |
4,193176 | 4.9 |
Key Insights:
Monthly cumulative review count for the top 5 conversion Shopify apps over the past year — a longitudinal view of which apps keep accumulating reviews and which have flattened.
| App | Apr 2026 | May 2026 | Jun 2026 | Jul 2026 | Aug 2026 | Sep 2026 |
|---|---|---|---|---|---|---|
38,8161942 | 40,6591843 | 42,4331774 | 44,3671934 | 46,1451778 | 47,1861041 | |
13,914637 | 14,624710 | 15,128504 | 15,527399 | 15,838311 | 15,987149 | |
8,072439 | 8,512440 | 8,900388 | 9,174274 | 9,474300 | 9,652178 | |
7,004475 | 7,638634 | 8,052414 | 8,542490 | 8,996454 | 9,264268 | |
4,087444 | 4,442355 | 4,834392 | 5,290456 | 5,699409 | 5,930231 |
Key Insights:
Race-style view of how the top 5 conversion 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.
| App | Months to Reach 1,000 Reviews | Current Review Count |
|---|---|---|
33 | 5,262 | |
33 | 15,504 | |
36 | 8,648 | |
62 | 44,477 | |
67 | 9,158 |
Key Insights:
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Judge.me Product Reviews App leads conversion Shopify apps with 44,237 cumulative reviews and a 5.0★ average rating. TikTok (15,497 reviews) and Loox ‑ Product Reviews App (9,159 reviews) round out the top 3. Combined, the top 3 apps hold 64.2% of all reviews across the top tier — a fragmented review landscape with reviews spread broadly. Notable mover: Judge.me Product Reviews App added the most new reviews this month (+1,895) — a strong recent install signal.
Conversion reviews are spread broadly — Judge.me Product Reviews App (44,237), TikTok (15,497), and Loox ‑ Product Reviews App (9,159) all carry meaningful review bases. With this distribution, review velocity and rating differentiate conversion apps better than total reviews alone.
Judge.me Product Reviews App accumulated 25,968 new reviews from Jan 2025 to Sep 2026, growing from 21,218 to 47,186 cumulative reviews — a steep addition rate for conversion apps. Across the top 5 plotted conversion 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 conversion apps on review trend slope rather than absolute count is the sharper signal — an app gaining reviews fast is winning current merchants, while Judge.me Product Reviews App's 47,186 cumulative base reflects long-running adoption that may or may not still be translating to new installs.
BOOSTER AI SEO + AEO OPTIMIZER reached 1,000 reviews in 33 months since launch — the fastest ramp among the top 5 conversion apps tracked here. TikTok in 33 months, Shop in 36 months, Judge.me Product Reviews App in 62 months, and Loox ‑ Product Reviews App took 67 months to cross the same milestone, a 34-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 5,262 (BOOSTER AI SEO + AEO OPTIMIZER) to 44,477 (Judge.me Product Reviews App) — a 8.5× difference, showing how far ahead the leader has continued to build past the milestone.
The 34-month gap between BOOSTER AI SEO + AEO OPTIMIZER's and Loox ‑ Product Reviews App's time-to-1,000 highlights how unevenly product-market fit landed across this conversion 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.
Judge.me Product Reviews App has the most reviews among conversion Shopify apps with 44,237 total reviews, ahead of TikTok at 15,497. Sort the table by Reviews (High to Low) to see the full ranked list.
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 conversion 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.
Judge.me Product Reviews App is gaining the most new reviews this month among conversion apps, adding 1,895 reviews in the past 30 days. Switch the table sub-tab to "Review Changes" to see all apps ordered by review velocity.
BOOSTER AI SEO + AEO OPTIMIZER hit 1,000 reviews in 33 months since launch — the fastest review ramp among tracked conversion 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.).
The top 5 conversion apps average 4.9★ across 83,049 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.
Judge.me Product Reviews App has accumulated the most reviews over time (44,237), but Microsoft Clarity: AI Insights 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.
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.
Rankings and trends across every Shopify app, category, and keyword.