Btn ‑ Ai Analytics & Reporting Shopify App – Reviews & Growth Momentum
(Updated September 2026) Track BTN ‑ AI Analytics & Reporting's reviews on the Shopify App Store — country-level breakdown, monthly cumulative growth trajectory, and a head-to-head review-ramp comparison against the fastest-growing apps in its primary Shopify benchmark group. Reviews function as a strong proxy for installs. AI Analytics Dashboard & Reports on LTV, RFM, Loyalty, Profit..
Btn ‑ Ai Analytics & Reporting — Reviews by Country on Shopify
Country-level breakdown of BTN ‑ AI Analytics & Reporting's reviews on the Shopify App Store — top 10 countries by cumulative review count, with average rating per country and 30-day review-velocity change. Sortable; switch to "Review Changes" to surface emerging markets.
| # | Country | Reviews | Rating |
|---|---|---|---|
| 1 |  United States | 44 | 4.9 |
| 2 |  United Kingdom | 11 | 5.0 |
| 3 |  Canada | 9 | 5.0 |
| 4 |  Spain | 4 | 4.0 |
| 5 |  Australia | 3 | 4.7 |
| 6 |  Netherlands | 3 | 5.0 |
| 7 |  France | 1 | 5.0 |
| 8 |  Kuwait | 1 | 5.0 |
| 9 |  Ireland | 1 | 5.0 |
| 10 |  Germany | 1 | 5.0 |
Showing 1-10 out of 13
Key Insights:
- United States contributes 44 reviews — the largest source of merchant feedback for BTN ‑ AI Analytics & Reporting (4.91★ avg in this market).
- Top 10 markets cover 109.9% of BTN ‑ AI Analytics & Reporting's 71 cumulative reviews on Shopify.
Btn ‑ Ai Analytics & Reporting — Cumulative Review Trend by Country
Monthly cumulative review trajectory for BTN ‑ AI Analytics & Reporting across its top 5 country markets over the past year — pick countries to plot, change date range, or switch sub-tabs to see absolute counts or per-interval review-velocity change.
Charts Data
| Country | Apr 2026 | May 2026 | Jun 2026 | Jul 2026 | Aug 2026 | Sep 2026 |
|---|---|---|---|---|---|---|
| United States | 44 | 44 | 44 | 44 | 44 | 44 |
| United Kingdom | 11 | 11 | 11 | 11 | 11 | 11 |
| Canada | 9 | 9 | 9 | 9 | 9 | 9 |
| Spain | 4 | 4 | 4 | 4 | 4 | 4 |
| Australia | 3 | 3 | 3 | 3 | 3 | 3 |
Key Insights:
- United States added 8 new reviews over the charted period — driving most of BTN ‑ AI Analytics & Reporting's recent review momentum.
- Review velocity is decelerating — recent monthly additions are below earlier intervals.
- 2 of 5 plotted countries gained reviews over the charted period.
Btn ‑ Ai Analytics & Reporting — Review Growth Race vs Competitors
Race-style chart comparing how quickly BTN ‑ AI Analytics & Reporting reached 1,000 reviews versus its closest competitors — months-since-launch on the X-axis removes calendar-age bias, so apps from different eras compete on equal footing. Switch the milestone count to benchmark at 5,000 or 10,000 reviews for larger-base comparisons.
Charts Data
| App | Months to Reach 1,000 Reviews | Current Review Count |
|---|---|---|
 Pinterest | 26 | 1,625 |
 Facebook & Instagram | 29 | 5,372 |
 TikTok | 33 | 15,504 |
 Google & YouTube | 40 | 5,144 |
 Omega Facebook Pixel, Meta Ads | 68 | 895 |
Key Insights:
- Pinterest reached 1,000 reviews fastest in this benchmark set — 26 months since launch.
- BTN ‑ AI Analytics & Reporting hasn't yet reached the 1,000-review milestone — current count is 71. The chart shows where it sits along the trajectory versus apps that have already crossed.
Btn ‑ Ai Analytics & Reporting — Where Its Reviews Come From
United States contributes 44 reviews to BTN ‑ AI Analytics & Reporting and a 4.91★ average rating — the largest single-country source of merchant feedback for this app on the Shopify App Store. United Kingdom follows with 11 reviews, with Canada at 9. Together, the top 10 countries account for 109.9% of BTN ‑ AI Analytics & Reporting's 71 cumulative reviews worldwide.
BTN ‑ AI Analytics & Reporting has an early-stage review base concentrated in United States. Each new install meaningfully shifts the country distribution at this scale; the trend chart below is the cleanest read on whether momentum is building.
Btn ‑ Ai Analytics & Reporting — Review Growth Trajectory
United States added 8 new reviews to BTN ‑ AI Analytics & Reporting's base over the charted period — a 22.2% expansion of its largest single-country review pool. Across the top 5 countries plotted, 2 added new reviews over the charted window — uneven growth concentrated in the markets above the others. Review velocity is decelerating — recent monthly review additions are below earlier intervals, suggesting installs are slowing or maturing into a steady-state pace.
BTN ‑ AI Analytics & Reporting's decelerating velocity at a 44 cumulative base in United States can mean either market saturation (normal at this scale) or genuine softening — apps that are maturing hold their rank while apps losing momentum tend to slip in position before review counts catch up.
Btn ‑ Ai Analytics & Reporting — Review Ramp vs Fastest-Growing Competitors
Among BTN ‑ AI Analytics & Reporting's direct competitors, Pinterest hit 1,000 reviews fastest at 26 months post-launch — a benchmark for what aggressive early adoption looks like in this category.
BTN ‑ AI Analytics & Reporting hasn't reached 1,000 reviews yet — currently at 71 cumulative; the race chart shows where it sits along the trajectory versus apps that have already crossed the line, with the launch-day-zero axis making the comparison fair regardless of calendar age.
Top Categories Btn ‑ Ai Analytics & Reporting Ranks In on Shopify
- Keywordcopilot — Ranks #3 in this Shopify keyword.
- KeywordAI targeting — Currently #28 in this keyword — slipped 1 position this month.
- KeywordLocation-based — Currently #33 in this keyword (climbed 5 positions this month).
- KeywordLoyalty analysis — Currently #34 in this keyword (climbed 3 positions this month).
- Keyworduser behavior analytics — Currently #34 in this keyword (climbed 20 positions this month).
Btn ‑ Ai Analytics & Reporting on Shopify — Reviews FAQs
1. How many reviews does BTN ‑ AI Analytics & Reporting have on Shopify?
BTN ‑ AI Analytics & Reporting has accumulated 71 cumulative reviews on the Shopify App Store, with United States contributing the largest share. The table above breaks the count down by country; the trend chart below shows monthly review growth.
2. Which countries leave the most reviews for BTN ‑ AI Analytics & Reporting?
United States is the largest source of reviews for BTN ‑ AI Analytics & Reporting on Shopify (44 reviews), followed by United Kingdom at 11 and Canada at 9. The full sortable list is in the table above.
3. Is BTN ‑ AI Analytics & Reporting gaining reviews fast on Shopify?
BTN ‑ AI Analytics & Reporting's review velocity is currently decelerating — recent monthly additions are below earlier intervals. This can reflect maturing demand (normal for established apps) or genuinely slowing momentum; cross-reference the Rankings tab to see whether App Store position is also softening.
4. How quickly did BTN ‑ AI Analytics & Reporting reach 1,000 reviews?
BTN ‑ AI Analytics & Reporting hasn't yet reached 1,000 reviews — current count is 71. The race chart shows the fastest in its benchmark set, Pinterest, hit 1,000 in 26 months post-launch.
5. How is BTN ‑ AI Analytics & Reporting's review data on ShopDigest sourced?
Reviews are crawled weekly from the Shopify App Store and aggregated by country and over time. The country breakdown above shows where merchant feedback originates; per-country average rating helps surface regional UX or localization signals that get smoothed out in the worldwide average.
