(Updated September 2026) Compare reviews and ratings for agent analytics 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 agent analytics apps.
All tracked agent analytics 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 |
|---|---|---|
1,84236 | 4.9 | |
1,828224 | 4.6 | |
1,31831 | 4.7 | |
87321 | 5.0 | |
70316 | 5.0 | |
6767 | 4.5 | |
3861 | 4.9 | |
3551 | 3.6 | |
3442 | 4.8 | |
317 | 4.7 |
Key Insights:
Monthly cumulative review count for the top 5 agent analytics 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 |
|---|---|---|---|---|---|---|
1,141186 | 1,387246 | 1,615228 | 1,848233 | 2,070222 | 2,237167 | |
1,71727 | 1,76245 | 1,80846 | 1,84638 | 1,87832 | 1,8857 | |
1,21631 | 1,25640 | 1,28832 | 1,32032 | 1,33717 | 1,34710 | |
6437 | 65916 | 66910 | 6778 | 70124 | 7076 | |
33920 | 35516 | 37621 | 40327 | 42623 | 44620 |
Key Insights:
Race-style view of how the top 5 agent analytics 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 |
|---|---|---|
10 | 2,004 | |
32 | 1,804 | |
130 | 1,256 | |
Not yet reached | 810 | |
Not yet reached | 691 |
Key Insights:
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Chatty AI Chatbot & Live Chat leads agent analytics Shopify apps with 1,842 cumulative reviews and a 4.9★ average rating. Microsoft Clarity: AI Insights (1,828 reviews) and Tidio: AI Chatbot & Live Chat (1,318 reviews) round out the top 3. Combined, the top 3 apps hold 57.7% of all reviews across the top tier — a tight oligopoly where the leader's review flywheel is hard to break. Notable mover: Microsoft Clarity: AI Insights added the most new reviews this month (+224) — a strong recent install signal.
Chatty AI Chatbot & Live Chat's 1,842-review base reflects long-running merchant adoption in agent analytics — a tenure signal for merchants who weight track record alongside current fit. Microsoft Clarity: AI Insights (1,828 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.
Microsoft Clarity: AI Insights accumulated 2,236 new reviews from Jul 2025 to Sep 2026, growing from 1 to 2,237 cumulative reviews — a steep addition rate for agent analytics apps. Across the top 5 plotted agent analytics 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.
Microsoft Clarity: AI Insights's lead in cumulative reviews compounds in concentrated agent analytics 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 2,237 cumulative base.
Microsoft Clarity: AI Insights reached 1,000 reviews in 10 months since launch — the fastest ramp among the top 5 agent analytics apps tracked here. Chatty AI Chatbot & Live Chat in 32 months, and Tidio: AI Chatbot & Live Chat took 130 months to cross the same milestone, a 120-month spread between the fastest and slowest in the set.
2 apps on this chart haven't yet crossed 1,000 reviews: TP: True Profit Analytics at 810, StoreSEO SEO & Image Optimizer at 691 cumulative reviews. TP: True Profit Analytics is closest to the milestone — its current count puts it roughly 81% of the way to 1,000.
The 120-month gap between Microsoft Clarity: AI Insights's and Tidio: AI Chatbot & Live Chat's time-to-1,000 highlights how unevenly product-market fit landed across this agent analytics 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.
Chatty AI Chatbot & Live Chat has the most reviews among agent analytics Shopify apps with 1,842 total reviews, ahead of Microsoft Clarity: AI Insights at 1,828. 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 agent analytics 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.
Microsoft Clarity: AI Insights is gaining the most new reviews this month among agent analytics apps, adding 224 reviews in the past 30 days. Switch the table sub-tab to "Review Changes" to see all apps ordered by review velocity.
Microsoft Clarity: AI Insights hit 1,000 reviews in 10 months since launch — the fastest review ramp among tracked agent analytics 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 agent analytics apps average 4.8★ across 6,565 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.