(Updated September 2026) Compare reviews and ratings for pwa 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 pwa apps.
All tracked pwa 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 |
|---|---|---|
244 | 5.0 | |
36 | 4.8 | |
18 | 5.0 | |
17 | 4.7 | |
16 | 4.5 | |
11 | 5.0 | |
5 | 5.0 | |
5 | 5.0 | |
4 | 4.0 | |
4 | 5.0 |
Key Insights:
Monthly cumulative review count for the top 5 pwa 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 |
|---|---|---|---|---|---|---|
2865 | 2893 | 2901 | 30010 | 3055 | 3083 | |
244 | 244 | 244 | 244 | 244 | 244 | |
22318 | 2263 | 2282 | 2302 | 230 | 230 | |
293 | 345 | 351 | 383 | 424 | 453 | |
321 | 353 | 361 | 36 | 371 | 381 |
Key Insights:
Race-style view of how the top 5 pwa 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 |
|---|---|---|
Not yet reached | 199 | |
Not yet reached | 32 | |
Not yet reached | 16 | |
Not yet reached | 16 | |
Not yet reached | 12 |
Key Insights:
Reach out to us at [email protected].
Shop Sheriff AMP Pages leads pwa Shopify apps with 244 cumulative reviews and a 5.0★ average rating. Ampify PWA: Mobile App Builder (36 reviews) and Apploy: Mobile App Builder (18 reviews) round out the top 3. Combined, the top 3 apps hold 82.8% of all reviews across the top tier — a clear leadership tier with a meaningful long tail behind them.
Shop Sheriff AMP Pages (244) and Ampify PWA: Mobile App Builder (36) sit close enough on cumulative reviews that current velocity matters more than the totals — for pwa 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.
AiT: Loyalty, Review & AI Chat accumulated 72 new reviews from Jan 2025 to Sep 2026, growing from 236 to 308 cumulative reviews — a steep addition rate for pwa apps. Across the top 5 plotted pwa 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 pwa apps on review trend slope rather than absolute count is the sharper signal — an app gaining reviews fast is winning current merchants, while AiT: Loyalty, Review & AI Chat's 308 cumulative base reflects long-running adoption that may or may not still be translating to new installs.
None of the top 5 pwa apps tracked here have yet crossed 1,000 reviews. Shop Sheriff AMP Pages leads the set on current cumulative reviews with 199 — closest to the milestone, at roughly 20% of the way there.
With no app in this pwa set having crossed 1,000 reviews, the category is still in early adoption. Shop Sheriff AMP Pages is the closest to breaking out at 199 cumulative reviews — worth tracking its per-month review velocity to see whether it's on pace to cross the milestone first.
Shop Sheriff AMP Pages has the most reviews among pwa Shopify apps with 244 total reviews, ahead of Ampify PWA: Mobile App Builder at 36. 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 pwa 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.
The top 5 pwa apps average 4.8★ across 275 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.
Shop Sheriff AMP Pages has accumulated the most reviews over time (244), but Ampify PWA: Mobile App Builder 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.