Pwa Shopify Apps – Reviews & Rating Trends
(Updated October 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.
Pwa Shopify Apps — Full Reviews Table
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 |
|---|---|---|
 AiT: Loyalty, WhatsApp, Review | 3134 | 4.8 |
 Shop Sheriff AMP Pages | 243 | 5.0 |
 Convertway: WhatsApp, SMS, RCS | 24012 | 4.6 |
 Panda Bundles Volume Discounts | 1492 | 4.9 |
 SPD: Google Feed & Ads Doctor | 472 | 4.7 |
 Ampify PWA: Mobile App Builder | 402 | 4.8 |
 Panda PreOrder‑Split Payments | 23 | 4.2 |
 GWA: Hreflang Manager | 181 | 4.7 |
 PWA ‑ iOS & Android Mobile App | 17 | 4.5 |
 Sway Loyalty, Rewards & Points | 15 | 5.0 |
Showing 1-10 out of 51
Key Insights:
- AiT: Loyalty, WhatsApp, Review leads pwa apps with 313 total reviews — 70 more than Shop Sheriff AMP Pages (243).
- Top 3 apps (AiT: Loyalty, WhatsApp, Review, Shop Sheriff AMP Pages, Convertway: WhatsApp, SMS, RCS) hold 72.0% of all reviews across the top 10 tracked pwa apps.
- Convertway: WhatsApp, SMS, RCS is gaining reviews fastest this month (+12) — strong recent install momentum.
- 6 of 10 top-reviewed pwa apps gained new reviews this period; 0 saw no net additions.
Pwa Shopify Apps — Cumulative Review Trend
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.
Charts Data
| App | May 2026 | Jun 2026 | Jul 2026 | Aug 2026 | Sep 2026 | Oct 2026 |
|---|---|---|---|---|---|---|
| AiT: Loyalty, WhatsApp, Review | 2893 | 2901 | 30010 | 3077 | 3136 | 313 |
| Shop Sheriff AMP Pages | 243 | 243 | 243 | 243 | 243 | 243 |
| Convertway: WhatsApp, SMS, RCS | 2243 | 2262 | 2282 | 228 | 23911 | 2401 |
| Panda Bundles Volume Discounts | 1443 | 1451 | 1461 | 1471 | 1492 | 149 |
| SPD: Google Feed & Ads Doctor | 345 | 351 | 383 | 424 | 464 | 471 |
Key Insights:
- AiT: Loyalty, WhatsApp, Review's cumulative reviews grew from 237 to 313 over the charted period — 76 new reviews accumulated.
- AiT: Loyalty, WhatsApp, Review's 313 cumulative reviews sit 6.7× above SPD: Google Feed & Ads Doctor's 47 at the bottom of the plotted pwa set — a wide spread between long-running leaders and newer entrants.
- AiT: Loyalty, WhatsApp, Review'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 — Pwa Shopify Apps
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.
Charts Data
| App | Months to Reach 1,000 Reviews | Current Review Count |
|---|---|---|
| AiT: Loyalty, WhatsApp, Review | Not yet reached | 313 |
| Shop Sheriff AMP Pages | Not yet reached | 243 |
| Convertway: WhatsApp, SMS, RCS | Not yet reached | 241 |
| Panda Bundles Volume Discounts | Not yet reached | 150 |
| SPD: Google Feed & Ads Doctor | Not yet reached | 46 |
Key Insights:
- 5 of the top 5 pwa apps haven't yet crossed 1,000 reviews — AiT: Loyalty, WhatsApp, Review is closest at 313 cumulative.
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Most-Reviewed Pwa Shopify Apps
AiT: Loyalty, WhatsApp, Review leads pwa Shopify apps with 313 cumulative reviews and a 4.8★ average rating. Shop Sheriff AMP Pages (243 reviews) and Convertway: WhatsApp, SMS, RCS (240 reviews) round out the top 3. Combined, the top 3 apps hold 72.0% of all reviews across the top tier — a tight oligopoly where the leader's review flywheel is hard to break. Notable mover: Convertway: WhatsApp, SMS, RCS added the most new reviews this month (+12) — a strong recent install signal.
AiT: Loyalty, WhatsApp, Review's 313-review base reflects long-running merchant adoption in pwa — a tenure signal for merchants who weight track record alongside current fit. Shop Sheriff AMP Pages (243 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.
Pwa Shopify Apps — Long-Term Review Trends
AiT: Loyalty, WhatsApp, Review accumulated 76 new reviews from Jan 2025 to Oct 2026, growing from 237 to 313 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.
AiT: Loyalty, WhatsApp, Review's lead in cumulative reviews compounds in concentrated pwa 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 313 cumulative base.
Review Growth Velocity in Pwa — Which Apps Grew Fastest
None of the top 5 pwa apps tracked here have yet crossed 1,000 reviews. AiT: Loyalty, WhatsApp, Review leads the set on current cumulative reviews with 313 — closest to the milestone, at roughly 31% of the way there.
With no app in this pwa set having crossed 1,000 reviews, the category is still in early adoption. AiT: Loyalty, WhatsApp, Review is the closest to breaking out at 313 cumulative reviews — worth tracking its per-month review velocity to see whether it's on pace to cross the milestone first.
Top 5 Apps in Pwa
- Ampify PWA: Mobile App Builder — Has accumulated 40 reviews for pwa at a 5.0★ average.
- PWA ‑ Android & IOS & Web Push — Has accumulated 14 reviews for pwa at a 5.0★ average.
- PWA ‑ iOS & Android Mobile App — Has accumulated 17 reviews for pwa at a 4.6★ average.
- Progressier — PWA & Web Push — Has accumulated 1 reviews for pwa at a 5.0★ average.
- SB PWA ‑ Mobile App Builder — Has accumulated 3 reviews for pwa at a 3.7★ average.
Pwa Shopify Apps — Frequently Asked Questions
1. Which pwa app has the most reviews on Shopify?
AiT: Loyalty, WhatsApp, Review has the most reviews among pwa Shopify apps with 313 total reviews, ahead of Shop Sheriff AMP Pages at 243. Sort the table by Reviews (High to Low) to see the full ranked list.
2. How are reviews used to measure pwa 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 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.
3. Which pwa app is gaining reviews fastest on Shopify?
Convertway: WhatsApp, SMS, RCS is gaining the most new reviews this month among pwa apps, adding 12 reviews in the past 30 days. Switch the table sub-tab to "Review Changes" to see all apps ordered by review velocity.
4. What is the average rating for top pwa Shopify apps?
The top 5 pwa apps average 4.8★ across 993 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.
5. How often are review counts for pwa 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.
