A/B Testing Shopify Apps – Reviews & Rating Trends

(Updated November 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.

Judge.me Product Reviews App currently leads on 54.7% market share, followed by Intelligems: A/B Testing at 16.5%. A concentrated field — one app holds most of the tracked installs.

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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.

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Reviews are as ofToday.Change is betweenOct 16andToday

Showing 1-10 out of 91

Key Insights:

  • Judge.me Product Reviews App leads a/b testing apps with 49,881 total reviews — 33,857 more than TikTok (16,024).
  • Top 3 apps (Judge.me Product Reviews App, TikTok, Pop Convert ‑ Pop Ups, Banners) hold 69.0% of all reviews across the top 10 tracked a/b testing apps.
  • Judge.me Product Reviews App is gaining reviews fastest this month (+1,573) — strong recent install momentum.
  • 10 of 10 top-reviewed a/b testing apps gained new reviews this period; 0 saw no net additions.
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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.

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Charts Data
Monthly cumulative review count for the top 5 a/b testing Shopify apps over the latest 6 months.
AppJun 2026Jul 2026Aug 2026Sep 2026Oct 2026Nov 2026
Judge.me Product Reviews AppJudge.me Product Reviews App41,355175643,498214345,540204247,403186349,122171949,881759
TikTokTikTok14,48250015,00852615,41540715,72831315,95622816,02468
Pop Convert ‑ Pop Ups, BannersPop Convert ‑ Pop Ups, Banners8,547368,599528,633348,658258,688308,70921
Kaching Bundles App & UpsellsKaching Bundles App & Upsells4,6603695,1534935,6524996,1254736,5984736,781183
PageFly ✦ AI Page BuilderPageFly ✦ AI Page Builder5,718295,759415,814555,857435,912555,93624

Key Insights:

  • Judge.me Product Reviews App's cumulative reviews grew from 20,709 to 49,881 over the charted period — 29,172 new reviews accumulated.
  • Judge.me Product Reviews App's 49,881 cumulative reviews sit 8.4× above PageFly ✦ AI Page Builder's 5,936 at the bottom of the plotted a/b testing set — a wide spread between long-running leaders and newer entrants.
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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.

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Reviews
Time Granularity
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Review velocity for the top 5 a/b testing Shopify apps — months since launch to reach 1,000 reviews and current cumulative review count.
AppMonths to Reach 1,000 ReviewsCurrent Review Count
Pop Convert ‑ Pop Ups, BannersPop Convert ‑ Pop Ups, Banners248,710
TikTokTikTok3316,021
PageFly ✦ AI Page BuilderPageFly ✦ AI Page Builder365,912
Kaching Bundles App & UpsellsKaching Bundles App & Upsells376,319
Judge.me Product Reviews AppJudge.me Product Reviews App6248,556

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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Data issue or feedback? Reach out to us at [email protected].

Most-Reviewed A/B Testing Shopify Apps

Judge.me Product Reviews App leads a/b testing Shopify apps with 49,881 cumulative reviews and a 5.0★ average rating. TikTok (16,024 reviews) and Pop Convert ‑ Pop Ups, Banners (8,709 reviews) round out the top 3. Combined, the top 3 apps hold 69.0% 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 (+1,573) — a strong recent install signal.

A/B Testing reviews are spread broadly — Judge.me Product Reviews App (49,881), TikTok (16,024), and Pop Convert ‑ Pop Ups, Banners (8,709) all carry meaningful review bases. With this distribution, review velocity and rating differentiate a/b testing apps better than total reviews alone.

A/B Testing Shopify Apps — Long-Term Review Trends

Judge.me Product Reviews App accumulated 29,172 new reviews from Jan 2025 to Nov 2026, growing from 20,709 to 49,881 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 49,881 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 5,912 (PageFly ✦ AI Page Builder) to 48,556 (Judge.me Product Reviews App) — a 8.2× 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

  1. Intelligems: A/B Testing — Has accumulated 203 reviews for a/b testing at a 4.8★ average.
  2. Elevate A/B Testing Price Test — Has accumulated 146 reviews for a/b testing at a 4.9★ average.
  3. Shoplift ‑ CRO & A/B Testing — Has accumulated 134 reviews for a/b testing at a 4.9★ average.
  4. ABsolutely: A/B Testing — Has accumulated 47 reviews for a/b testing at a 4.9★ average.
  5. Visually A/B Testing & CRO — Has accumulated 148 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 49,881 total reviews, ahead of TikTok at 16,024. 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 1,573 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 85,518 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.

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