Fraud Detection Shopify Apps – Reviews & Rating Trends
(Updated October 2026) Compare reviews and ratings for fraud detection 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 fraud detection apps.
Fraud Detection Shopify Apps — Full Reviews Table
All tracked fraud detection 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 |
|---|---|---|
14,594907 | 4.7 | |
 UpPromote Affiliate Marketing | 3,86684 | 4.9 |
 Blockify Fraud Filter, Blocker | 1,75986 | 4.9 |
 MIDA Fraud Filter, Bot Blocker | 532144 | 4.9 |
 Chargeflow Prevent Chargebacks | 4217 | 4.7 |
 SC AI Order Taggers | 2201 | 4.9 |
 Arigato Automation | 1911 | 4.8 |
 Shipway: Logistics Aggregation | 184 | 4.5 |
 SC Conjured Referral Program | 181 | 4.8 |
 Workflow Automation—React Flow | 1782 | 5.0 |
Showing 1-10 out of 73
Key Insights:
- Shopify Flow leads fraud detection apps with 14,594 total reviews — 10,728 more than UpPromote Affiliate Marketing (3,866).
- Top 3 apps (Shopify Flow, UpPromote Affiliate Marketing, Blockify Fraud Filter, Blocker) hold 91.4% of all reviews across the top 10 tracked fraud detection apps.
- Shopify Flow is gaining reviews fastest this month (+907) — strong recent install momentum.
- 8 of 10 top-reviewed fraud detection apps gained new reviews this period; 0 saw no net additions.
Fraud Detection Shopify Apps — Cumulative Review Trend
Monthly cumulative review count for the top 5 fraud detection 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 |
|---|---|---|---|---|---|---|
 Shopify Flow | 10,671872 | 11,608937 | 12,526918 | 13,477951 | 14,392915 | 14,594202 |
| UpPromote Affiliate Marketing | 3,444110 | 3,555111 | 3,64893 | 3,760112 | 3,84484 | 3,86622 |
| Blockify Fraud Filter, Blocker | 1,45193 | 1,52877 | 1,57850 | 1,65880 | 1,74587 | 1,75914 |
| MIDA Fraud Filter, Bot Blocker | 12742 | 17851 | 22042 | 359139 | 508149 | 53224 |
| Chargeflow Prevent Chargebacks | 38610 | 3926 | 4019 | 41211 | 4197 | 4212 |
Key Insights:
- Shopify Flow's cumulative reviews grew from 69 to 14,594 over the charted period — 14,525 new reviews accumulated.
- Shopify Flow's 14,594 cumulative reviews sit 34.7× above Chargeflow Prevent Chargebacks's 421 at the bottom of the plotted fraud detection set — a wide spread between long-running leaders and newer entrants.
Fastest to 1,000 Reviews — Fraud Detection Shopify Apps
Race-style view of how the top 5 fraud detection 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 |
|---|---|---|
| Shopify Flow | 51 | 14,381 |
| UpPromote Affiliate Marketing | 52 | 3,843 |
| Blockify Fraud Filter, Blocker | 55 | 1,744 |
| MIDA Fraud Filter, Bot Blocker | Not yet reached | 510 |
| Chargeflow Prevent Chargebacks | Not yet reached | 421 |
Key Insights:
- Shopify Flow reached 1,000 reviews fastest — in 51 months since launch.
- UpPromote Affiliate Marketing crossed 1,000 reviews in 52 months — 1 month behind Shopify Flow.
- 2 of the top 5 fraud detection apps haven't yet crossed 1,000 reviews — MIDA Fraud Filter, Bot Blocker is closest at 510 cumulative.
⚠️ Data issue or feedback?
Reach out to us at [email protected].
Most-Reviewed Fraud Detection Shopify Apps
Shopify Flow leads fraud detection Shopify apps with 14,594 cumulative reviews and a 4.7★ average rating. UpPromote Affiliate Marketing (3,866 reviews) and Blockify Fraud Filter, Blocker (1,759 reviews) round out the top 3. Combined, the top 3 apps hold 91.4% of all reviews across the top tier — a fragmented review landscape with reviews spread broadly. Notable mover: Shopify Flow added the most new reviews this month (+907) — a strong recent install signal.
Fraud Detection reviews are spread broadly — Shopify Flow (14,594), UpPromote Affiliate Marketing (3,866), and Blockify Fraud Filter, Blocker (1,759) all carry meaningful review bases. With this distribution, review velocity and rating differentiate fraud detection apps better than total reviews alone.
Fraud Detection Shopify Apps — Long-Term Review Trends
Shopify Flow accumulated 14,525 new reviews from Jan 2025 to Oct 2026, growing from 69 to 14,594 cumulative reviews — a steep addition rate for fraud detection apps. Across the top 5 plotted fraud detection 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.
Comparing fraud detection apps on review trend slope rather than absolute count is the sharper signal — an app gaining reviews fast is winning current merchants, while Shopify Flow's 14,594 cumulative base reflects long-running adoption that may or may not still be translating to new installs.
Review Growth Velocity in Fraud Detection — Which Apps Grew Fastest
Shopify Flow reached 1,000 reviews in 51 months since launch — the fastest ramp among the top 5 fraud detection apps tracked here. UpPromote Affiliate Marketing in 52 months, and Blockify Fraud Filter, Blocker took 55 months to cross the same milestone, a 4-month spread between the fastest and slowest in the set.
2 apps on this chart haven't yet crossed 1,000 reviews: MIDA Fraud Filter, Bot Blocker at 510, Chargeflow Prevent Chargebacks at 421 cumulative reviews. MIDA Fraud Filter, Bot Blocker is closest to the milestone — its current count puts it roughly 51% of the way to 1,000.
Shopify Flow and Blockify Fraud Filter, Blocker reached 1,000 reviews within 4 months of each other — a tight cluster suggesting the top fraud detection apps had similarly strong early adoption curves. Merchants picking among these are choosing between apps that all earned merchant trust at a comparable pace.
Top 5 Apps in Fraud Detection
- UpPromote Affiliate Marketing — Has accumulated 3,866 reviews for fraud detection at a 4.9★ average.
- Shopify Flow — Has accumulated 14,594 reviews for fraud detection at a 4.7★ average.
- Fraud Judge Fraud Prevention — Has accumulated 17 reviews for fraud detection at a 4.5★ average.
- Disputifier: Smart Chargebacks — Has accumulated 134 reviews for fraud detection at a 4.6★ average.
- Whapi: WhatsApp API Automation — Has accumulated 0 reviews for fraud detection at a 5.0★ average.
Fraud Detection Shopify Apps — Frequently Asked Questions
1. Which fraud detection app has the most reviews on Shopify?
Shopify Flow has the most reviews among fraud detection Shopify apps with 14,594 total reviews, ahead of UpPromote Affiliate Marketing at 3,866. Sort the table by Reviews (High to Low) to see the full ranked list.
2. How are reviews used to measure fraud detection 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 fraud detection 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 fraud detection app is gaining reviews fastest on Shopify?
Shopify Flow is gaining the most new reviews this month among fraud detection apps, adding 907 reviews in the past 30 days. Switch the table sub-tab to "Review Changes" to see all apps ordered by review velocity.
4. Which fraud detection app reached 1,000 reviews fastest on Shopify?
Shopify Flow hit 1,000 reviews in 51 months since launch — the fastest review ramp among tracked fraud detection 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.).
5. What is the average rating for top fraud detection Shopify apps?
The top 5 fraud detection apps average 4.8★ across 20,899 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.
6. How often are review counts for fraud detection 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.
