(Updated September 2026) Compare reviews and ratings for trend analysis 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 trend analysis apps.
All tracked trend analysis 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 |
|---|---|---|
97878 | 5.0 | |
87321 | 5.0 | |
18111 | 4.8 | |
13510 | 4.9 | |
1081 | 4.7 | |
105 | 4.7 | |
100 | 4.7 | |
89 | 4.9 | |
885 | 5.0 | |
881 | 4.8 |
Key Insights:
Monthly cumulative review count for the top 5 trend analysis 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 |
|---|---|---|---|---|---|---|
1,60048 | 1,65858 | 1,71759 | 1,74831 | 1,77931 | 1,79415 | |
79031 | 82434 | 85430 | 87319 | 89522 | 9027 | |
49123 | 4998 | 5034 | 52017 | 53010 | 5388 | |
15911 | 1634 | 1707 | 18414 | 1873 | 1947 | |
1044 | 1117 | 12514 | 13510 | 1405 | 1422 |
Key Insights:
Race-style view of how the top 5 trend analysis 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 |
|---|---|---|
24 | 1,060 | |
Not yet reached | 810 | |
Not yet reached | 164 | |
Not yet reached | 130 | |
Not yet reached | 102 |
Key Insights:
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Appstle℠ Bundles App & Upsells leads trend analysis Shopify apps with 978 cumulative reviews and a 5.0★ average rating. TP: True Profit Analytics (873 reviews) and Intelligems: A/B Testing (181 reviews) round out the top 3. Combined, the top 3 apps hold 74.0% of all reviews across the top tier — a tight oligopoly where the leader's review flywheel is hard to break. Notable mover: Appstle℠ Bundles App & Upsells added the most new reviews this month (+78) — a strong recent install signal.
Appstle℠ Bundles App & Upsells's 978-review base reflects long-running merchant adoption in trend analysis — a tenure signal for merchants who weight track record alongside current fit. TP: True Profit Analytics (873 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.
Trendsi: Fashion Dropshipping accumulated 829 new reviews from Jan 2025 to Sep 2026, growing from 965 to 1,794 cumulative reviews — a steep addition rate for trend analysis apps. Across the top 5 plotted trend analysis 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.
Trendsi: Fashion Dropshipping's lead in cumulative reviews compounds in concentrated trend analysis 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 1,794 cumulative base.
Appstle℠ Bundles App & Upsells is the only app in this set to have crossed 1,000 reviews, reaching the milestone in 24 months since launch. The remaining 4 trend analysis apps tracked here are still building toward 1,000 — current cumulative review counts give the clearest picture of where each one stands today.
4 apps on this chart haven't yet crossed 1,000 reviews: TP: True Profit Analytics at 810, Intelligems: A/B Testing at 164, Elevate A/B Testing Price Test at 130, RealtimeStack : Live Analytics at 102 cumulative reviews. TP: True Profit Analytics is closest to the milestone — its current count puts it roughly 81% of the way to 1,000.
Appstle℠ Bundles App & Upsells is the only app in this set to have crossed 1,000 reviews so far — a useful signal for merchants that one app has already proved sustained adoption while the others remain in the "promising but unproven" tier of the trend analysis category.
Appstle℠ Bundles App & Upsells has the most reviews among trend analysis Shopify apps with 978 total reviews, ahead of TP: True Profit Analytics at 873. 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 trend analysis 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.
Appstle℠ Bundles App & Upsells is gaining the most new reviews this month among trend analysis apps, adding 78 reviews in the past 30 days. Switch the table sub-tab to "Review Changes" to see all apps ordered by review velocity.
Appstle℠ Bundles App & Upsells hit 1,000 reviews in 24 months since launch — the fastest review ramp among tracked trend analysis 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 trend analysis apps average 4.9★ across 2,266 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.
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.