Chargeback Analytics Shopify Apps – Reviews & Rating Trends
(Updated September 2026) Compare reviews and ratings for chargeback 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 chargeback analytics apps.
Chargeback Analytics Shopify Apps — Full Reviews Table
All tracked chargeback 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 |
|---|---|---|
 TP: True Profit Analytics | 87321 | 5.0 |
 Chargeflow Prevent Chargebacks | 4028 | 4.8 |
 Dakaas Fraud Filter Block Bots | 2292 | 4.9 |
 BeProfit ‑ Profit Analytics | 1991 | 4.8 |
 Wyllo | 1643 | 4.9 |
 Polar: AI‑Analytics Platform | 115 | 4.9 |
 RealtimeStack : Live Analytics | 1081 | 4.7 |
 Analyzely ‑ Google Analytics 4 | 105 | 4.7 |
 Chargeback: Auto Prevention | 10224 | 4.9 |
 Disputifier: Smart Chargebacks | 9611 | 4.5 |
Showing 1-10 out of 76
Key Insights:
- TP: True Profit Analytics leads chargeback analytics apps with 873 total reviews — 471 more than Chargeflow Prevent Chargebacks (402).
- Top 3 apps (TP: True Profit Analytics, Chargeflow Prevent Chargebacks, Dakaas Fraud Filter Block Bots) hold 62.8% of all reviews across the top 10 tracked chargeback analytics apps.
- Chargeback: Auto Prevention is gaining reviews fastest this month (+24) — strong recent install momentum.
- 8 of 10 top-reviewed chargeback analytics apps gained new reviews this period; 0 saw no net additions.
Chargeback Analytics Shopify Apps — Cumulative Review Trend
Monthly cumulative review count for the top 5 chargeback analytics Shopify apps over the past year — a longitudinal view of which apps keep accumulating reviews and which have flattened.
Charts Data
| App | Apr 2026 | May 2026 | Jun 2026 | Jul 2026 | Aug 2026 | Sep 2026 |
|---|---|---|---|---|---|---|
| TP: True Profit Analytics | 79031 | 82434 | 85430 | 87319 | 89522 | 9038 |
 Lifetimely Profit Analytics | 49123 | 4998 | 5034 | 52017 | 53010 | 5388 |
| Chargeflow Prevent Chargebacks | 37813 | 38810 | 3946 | 4039 | 41411 | 4173 |
| Dakaas Fraud Filter Block Bots | 21510 | 22510 | 2272 | 2292 | 2356 | 2372 |
| BeProfit ‑ Profit Analytics | 1972 | 1981 | 198 | 1991 | 2023 | 202 |
Key Insights:
- TP: True Profit Analytics's cumulative reviews grew from 308 to 903 over the charted period — 595 new reviews accumulated.
- TP: True Profit Analytics's 903 cumulative reviews sit 4.5× above BeProfit ‑ Profit Analytics's 202 at the bottom of the plotted chargeback analytics set — a wide spread between long-running leaders and newer entrants.
- TP: True Profit Analytics'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 — Chargeback Analytics Shopify Apps
Race-style view of how the top 5 chargeback 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.
Charts Data
| App | Months to Reach 1,000 Reviews | Current Review Count |
|---|---|---|
| TP: True Profit Analytics | Not yet reached | 810 |
| Chargeflow Prevent Chargebacks | Not yet reached | 368 |
| Dakaas Fraud Filter Block Bots | Not yet reached | 215 |
| BeProfit ‑ Profit Analytics | Not yet reached | 174 |
| Wyllo | Not yet reached | 152 |
Key Insights:
- 5 of the top 5 chargeback analytics apps haven't yet crossed 1,000 reviews — TP: True Profit Analytics is closest at 810 cumulative.
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Most-Reviewed Chargeback Analytics Shopify Apps
TP: True Profit Analytics leads chargeback analytics Shopify apps with 873 cumulative reviews and a 5.0★ average rating. Chargeflow Prevent Chargebacks (402 reviews) and Dakaas Fraud Filter Block Bots (229 reviews) round out the top 3. Combined, the top 3 apps hold 62.8% of all reviews across the top tier — a tight oligopoly where the leader's review flywheel is hard to break. Notable mover: Chargeback: Auto Prevention added the most new reviews this month (+24) — a strong recent install signal.
TP: True Profit Analytics's 873-review base reflects long-running merchant adoption in chargeback analytics — a tenure signal for merchants who weight track record alongside current fit. Chargeflow Prevent Chargebacks (402 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.
Chargeback Analytics Shopify Apps — Long-Term Review Trends
TP: True Profit Analytics accumulated 595 new reviews from Jan 2025 to Sep 2026, growing from 308 to 903 cumulative reviews — a steep addition rate for chargeback analytics apps. Across the top 5 plotted chargeback 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.
TP: True Profit Analytics's lead in cumulative reviews compounds in concentrated chargeback 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 903 cumulative base.
Review Growth Velocity in Chargeback Analytics — Which Apps Grew Fastest
None of the top 5 chargeback analytics apps tracked here have yet crossed 1,000 reviews. TP: True Profit Analytics leads the set on current cumulative reviews with 810 — closest to the milestone, at roughly 81% of the way there.
With no app in this chargeback analytics set having crossed 1,000 reviews, the category is still in early adoption. TP: True Profit Analytics is the closest to breaking out at 810 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 Chargeback Analytics
- Chargeback: Auto Prevention — Has accumulated 124 reviews for chargeback analytics at a 4.9★ average.
- Chargeblast: Block Chargebacks — Has accumulated 45 reviews for chargeback analytics at a 4.7★ average.
- Disputifier: Smart Chargebacks — Has accumulated 123 reviews for chargeback analytics at a 4.6★ average.
- Chargeflow Prevent Chargebacks — Has accumulated 417 reviews for chargeback analytics at a 4.7★ average.
- Dakaas Fraud Filter Block Bots — Has accumulated 237 reviews for chargeback analytics at a 4.8★ average.
Chargeback Analytics Shopify Apps — Frequently Asked Questions
1. Which chargeback analytics app has the most reviews on Shopify?
TP: True Profit Analytics has the most reviews among chargeback analytics Shopify apps with 873 total reviews, ahead of Chargeflow Prevent Chargebacks at 402. Sort the table by Reviews (High to Low) to see the full ranked list.
2. How are reviews used to measure chargeback analytics 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 chargeback 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.
3. Which chargeback analytics app is gaining reviews fastest on Shopify?
Chargeback: Auto Prevention is gaining the most new reviews this month among chargeback analytics apps, adding 24 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 chargeback analytics Shopify apps?
The top 5 chargeback analytics apps average 4.7★ across 1,719 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 chargeback analytics 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.
