A/B Testing Shopify Apps – Reviews & Rating Trends
(Updated October 2026) Compare reviews and ratings for a/b testing 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 a/b testing apps.
A/B Testing Shopify Apps — Full Reviews Table
All tracked a/b testing 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 |
|---|---|---|
48,1541,670 | 5.0 | |
16,015260 | 4.8 | |
8,72622 | 4.9 | |
6,210410 | 5.0 | |
5,90849 | 4.9 | |
5,738189 | 3.7 | |
 GemPages Landing Page Builder | 4,26174 | 4.9 |
 FBP | Fast Bundle & Upsell App | 3,520129 | 5.0 |
 EComposer Landing Page Builder | 3,48117 | 5.0 |
3,36298 | 4.6 |
Showing 1-10 out of 90
Key Insights:
- Judge.me Product Reviews App leads a/b testing apps with 48,154 total reviews — 32,139 more than TikTok (16,015).
- Top 3 apps (Judge.me Product Reviews App, TikTok, Pop Convert ‑ Pop Ups, Banners) hold 69.2% of all reviews across the top 10 tracked a/b testing apps.
- Judge.me Product Reviews App is gaining reviews fastest this month (+1,670) — strong recent install momentum.
- 10 of 10 top-reviewed a/b testing apps gained new reviews this period; 0 saw no net additions.
A/B Testing Shopify Apps — Cumulative Review Trend
Monthly cumulative review count for the top 5 a/b testing 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 |
|---|---|---|---|---|---|---|
 Judge.me Product Reviews App | 40,2791772 | 42,0811802 | 44,1732092 | 46,0611888 | 47,8181757 | 48,321503 |
 TikTok | 14,294641 | 14,857563 | 15,323466 | 15,683360 | 15,965282 | 16,03772 |
 Pop Convert ‑ Pop Ups, Banners | 8,57839 | 8,61638 | 8,66549 | 8,70136 | 8,72524 | 8,7261 |
 Kaching Bundles App & Upsells | 4,355349 | 4,741386 | 5,241500 | 5,697456 | 6,121424 | 6,247126 |
 PageFly ✦ AI Page Builder | 5,72942 | 5,75728 | 5,79942 | 5,85455 | 5,89844 | 5,91113 |
Key Insights:
- Judge.me Product Reviews App's cumulative reviews grew from 21,091 to 48,321 over the charted period — 27,230 new reviews accumulated.
- Judge.me Product Reviews App's 48,321 cumulative reviews sit 8.2× above PageFly ✦ AI Page Builder's 5,911 at the bottom of the plotted a/b testing set — a wide spread between long-running leaders and newer entrants.
Fastest to 1,000 Reviews — A/B Testing Shopify Apps
Race-style view of how the top 5 a/b testing 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 |
|---|---|---|
| Pop Convert ‑ Pop Ups, Banners | 24 | 8,745 |
| TikTok | 33 | 15,983 |
| PageFly ✦ AI Page Builder | 36 | 5,897 |
| Kaching Bundles App & Upsells | 37 | 6,108 |
| Judge.me Product Reviews App | 62 | 47,797 |
Key Insights:
- Pop Convert ‑ Pop Ups, Banners reached 1,000 reviews fastest — in 24 months since launch.
- TikTok crossed 1,000 reviews in 33 months — 9 months behind Pop Convert ‑ Pop Ups, Banners.
- All 5 apps in this set have crossed 1,000 reviews — months-to-1k ranges from 24 to 62, a 38-month spread.
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Most-Reviewed A/B Testing Shopify Apps
Judge.me Product Reviews App leads a/b testing Shopify apps with 48,154 cumulative reviews and a 5.0★ average rating. TikTok (16,015 reviews) and Pop Convert ‑ Pop Ups, Banners (8,726 reviews) round out the top 3. Combined, the top 3 apps hold 69.2% of all reviews across the top tier — a clear leadership tier with a meaningful long tail behind them. Notable mover: Judge.me Product Reviews App added the most new reviews this month (+1,670) — a strong recent install signal.
Judge.me Product Reviews App (48,154) and TikTok (16,015) sit close enough on cumulative reviews that current velocity matters more than the totals — for a/b testing 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.
A/B Testing Shopify Apps — Long-Term Review Trends
Judge.me Product Reviews App accumulated 27,230 new reviews from Jan 2025 to Oct 2026, growing from 21,091 to 48,321 cumulative reviews — a steep addition rate for a/b testing apps. Across the top 5 plotted a/b testing 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 a/b testing 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 48,321 cumulative base reflects long-running adoption that may or may not still be translating to new installs.
Review Growth Velocity in A/B Testing — Which Apps Grew Fastest
Pop Convert ‑ Pop Ups, Banners reached 1,000 reviews in 24 months since launch — the fastest ramp among the top 5 a/b testing apps tracked here. TikTok in 33 months, PageFly ✦ AI Page Builder in 36 months, Kaching Bundles App & Upsells in 37 months, and Judge.me Product Reviews App took 62 months to cross the same milestone, a 38-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 5,897 (PageFly ✦ AI Page Builder) to 47,797 (Judge.me Product Reviews App) — a 8.1× difference, showing how far ahead the leader has continued to build past the milestone.
The 38-month gap between Pop Convert ‑ Pop Ups, Banners's and Judge.me Product Reviews App's time-to-1,000 highlights how unevenly product-market fit landed across this a/b testing 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 A/B Testing
- Intelligems: A/B Testing — Has accumulated 198 reviews for a/b testing at a 4.8★ average.
- ABsolutely: A/B Testing — Has accumulated 47 reviews for a/b testing at a 4.9★ average.
- Elevate A/B Testing Price Test — Has accumulated 143 reviews for a/b testing at a 4.9★ average.
- Shoplift ‑ CRO & A/B Testing — Has accumulated 133 reviews for a/b testing at a 4.9★ average.
- Visually A/B Testing & CRO — Has accumulated 147 reviews for a/b testing at a 4.8★ average.
A/B Testing Shopify Apps — Frequently Asked Questions
1. Which a/b testing app has the most reviews on Shopify?
Judge.me Product Reviews App has the most reviews among a/b testing Shopify apps with 48,154 total reviews, ahead of TikTok at 16,015. Sort the table by Reviews (High to Low) to see the full ranked list.
2. How are reviews used to measure a/b testing 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 a/b testing 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 a/b testing app is gaining reviews fastest on Shopify?
Judge.me Product Reviews App is gaining the most new reviews this month among a/b testing apps, adding 1,670 reviews in the past 30 days. Switch the table sub-tab to "Review Changes" to see all apps ordered by review velocity.
4. Which a/b testing app reached 1,000 reviews fastest on Shopify?
Pop Convert ‑ Pop Ups, Banners hit 1,000 reviews in 24 months since launch — the fastest review ramp among tracked a/b testing 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 a/b testing Shopify apps?
The top 5 a/b testing apps average 4.9★ across 84,530 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 a/b testing 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.
