Apps tracked
Category leader
Top region
Top Chargeback Analytics Shopify Apps Ranked Today
Top 10 chargeback analytics Shopify apps ranked by current App Store position, with market share and review counts. Updated weekly.
| App | Rank | Market share | Reviews |
|---|---|---|---|
| 11 | 47.18%17.18 | 1456 | |
| 21 | 27.53%28.34 | 1377 | |
| 3 | 14.70%14.70 | 11714 | |
| 41 | 3.68%3.68 | 523 | |
| 53 | 4.83%3.77 | 43612 | |
| 61 | 0.78%0.01 | 2110 | |
| 7 | 0.66%0.66 | 4483 | |
| 82 | 0.07%0.08 | 171 | |
| 932 | 0.20%0.20 | 272 | |
| 106 | 0.16%4.05 | 2403 |
Key Insights:
- Disputifier: Smart Chargebacks commands 47.2% market share, 19.6pp ahead of Chargeback: Auto Prevention — a concentrated chargeback analytics category.
- In the last 30 days, 3 apps climbed and 5 dropped in ranking among the top 10 tracked chargeback analytics apps.
- Country Blocker Fraud Securify added the most new reviews this month (+14) — strong adoption momentum.
Live Ranking and Market Share Trends for Chargeback Analytics Shopify Apps
Monthly ranking and market share trends for the top 5 chargeback analytics Shopify apps over the past year — see how each app's App Store position and market share have shifted month by month.
Charts Data
| App | Jun 2026 | Jul 2026 | Aug 2026 | Sep 2026 | Oct 2026 | Nov 2026 |
|---|---|---|---|---|---|---|
| | #4– | #4– | #31 | #21 | #11 | #1– |
| | #1– | #1– | #1– | #1– | #32 | #21 |
| | — | — | — | — | #2– | #31 |
| | #21 | #2– | #2– | #31 | #41 | #4– |
| | #31 | #3– | #41 | #51 | #61 | #51 |
Key Insights:
- Disputifier: Smart Chargebacks's ranking improved from #4 to #1 over the charted period.
- 1 of 5 top chargeback analytics apps improved their position; 4 declined — a mixed picture.
- Disputifier: Smart Chargebacks's market share is 47.2% — gaining +42.1pp since the start of the chart.
Chargeback Analytics Shopify Apps — Market Share by Country
Top 5 countries driving installs for chargeback analytics Shopify apps, with current market share and 30-day change versus the previous month.
| Country | Market share | Change |
|---|---|---|
| 45.1% | 0.13 | |
| 13.7% | 0.20 | |
| 8.6% | 2.69 | |
| 5.0% | 1.14 | |
| 4.7% | 0.56 |
Key Insights:
- United States accounts for 45.1% of chargeback analytics app installs — the single largest market.
- Top 3 markets (United States, Netherlands, United Kingdom) collectively cover 67.4% of all tracked chargeback analytics installs — highly concentrated demand.
- Spain is the fastest-growing market this month (+0.6pp) — emerging demand worth watching.
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.
Charts Data
| App | Months to Reach 1,000 Reviews | Current Review Count |
|---|---|---|
| | Not yet reached | 424 |
| | Not yet reached | 132 |
| | Not yet reached | 131 |
| | Not yet reached | 107 |
| | Not yet reached | 49 |
Key Insights:
- 5 of the top 5 chargeback analytics apps haven't yet crossed 1,000 reviews — Chargeflow Prevent Chargebacks is closest at 424 cumulative.
Top Chargeback Analytics Shopify Apps Ranked by Position
Disputifier: Smart Chargebacks dominates chargeback analytics with 47.2% market share — a clear category leader Shopify merchants gravitate to first, 19.6pp ahead of Chargeback: Auto Prevention (27.5%). Country Blocker Fraud Securify sits at #3 with 14.7% share, rounding out the top tier. Together, the top 3 apps absorb 89.4% of all chargeback analytics installs — a highly concentrated landscape with limited room for new entrants. Disputely: Prevent Chargebacks is the standout mover this month, climbing 32 positions — a momentum signal worth tracking.
Disputifier: Smart Chargebacks's 47.2% share looks dominant, but Dakaas Fraud, IP & Bot Blocker slipped 6 positions this month and the rest of the top 5 has reshuffled. Chargeback Analytics apps are settled at the top and contested below — for merchants whose needs aren't a perfect Disputifier: Smart Chargebacks fit, the #2–#5 apps often surface better niche options.
Live Ranking and Market Share Trends Across Chargeback Analytics Shopify Apps
Disputifier: Smart Chargebacks climbed from #4 (May 2026) to #1 (Nov 2026) — a 3-position gain among chargeback analytics apps over the charted window. Across the top 5 plotted chargeback analytics apps, 4 lost rank positions while only 1 improved — consolidation at the top. Disputifier: Smart Chargebacks's share expanded +42.1pp from 5.1% (May 2026) to 47.2% (Nov 2026) — a sustained widening of the gap against other chargeback analytics apps over this window.
A 3-position move for the leader over the charted chargeback analytics window is large enough to reflect real merchant adoption shifts, not just App Store noise — Disputifier: Smart Chargebacks's climb as of Nov 2026 is the strongest trajectory signal in this chart.
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. Chargeflow Prevent Chargebacks leads the set on current cumulative reviews with 424 — closest to the milestone, at roughly 42% of the way there.
With no app in this chargeback analytics set having crossed 1,000 reviews, the category is still in early adoption. Chargeflow Prevent Chargebacks is the closest to breaking out at 424 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
- Disputifier: Smart Chargebacks — Category leader for chargeback analytics with 47.2% market share and 4.7★.
- Chargeback: Auto Prevention — Currently ranked #2 with 27.5% market share and 4.9★.
- Country Blocker Fraud Securify — Ranks #3 for chargeback analytics with 14.7% market share and 4.6★.
- Chargeblast: Block Chargebacks — Currently ranked #4 with 3.7% market share and 4.7★.
- Chargeflow Prevent Chargebacks — Climbed 3 positions this month to rank #5 — 4.8% share, 4.5★.
Chargeback Analytics Shopify Apps — Frequently Asked Questions
1. What is the best chargeback analytics app on Shopify?
Disputifier: Smart Chargebacks is the leading chargeback analytics app on Shopify, holding 47.2% of category market share with 145 reviews — a clear default for most merchants.
2. Which chargeback analytics app has the highest market share on Shopify?
Disputifier: Smart Chargebacks holds the highest market share among chargeback analytics apps at 47.2% (+17.18pp vs 30 days ago). Market share here is estimated from each app's recent review velocity, with rank-weighted adjustment because positions in keyword search drive most installs.
3. How many chargeback analytics apps are tracked on Shopify?
ShopDigest tracks 95 chargeback analytics apps on the Shopify App Store. Rankings, market share, geography, and review data refresh weekly.
4. Which chargeback analytics app is growing the fastest on Shopify?
Disputely: Prevent Chargebacks has shown the strongest ranking momentum, climbing 32 positions over the past 30 days. Use the Rankings tab to see full month-over-month trajectories.
5. Where are chargeback analytics apps most popular on Shopify?
United States has the highest concentration of chargeback analytics app installs at 45.1%, followed by Netherlands at 13.7%. The Geography tab shows the full country-by-country breakdown.
6. How is market share calculated for chargeback analytics on Shopify keyword pages?
For keyword pages, market share is rank-weighted — apps at position #1 carry roughly 40× the weight of apps at position #22, and apps beyond #22 are excluded. This reflects the reality that Shopify keyword search traffic concentrates heavily at the top of results.