Apps tracked
Category leader
Report Pundit: Custom ReportsTop region
Top Advanced Reports Shopify Apps Ranked Today
Top 10 advanced reports Shopify apps ranked by current App Store position, with market share and review counts. Updated weekly.
| App | Rank | Market share | Reviews |
|---|---|---|---|
| Report Pundit: Custom Reports | 11 | 68.95%23.24 | 2,07127 |
 Data Export IO: Report | 21 | 15.72%4.11 | 2,0226 |
 Lifetimely Profit Analytics | 31 | 11.25%4.70 | 57531 |
 Brightpearl by Sage | 41 | 0.36%0.06 | 581 |
 PayDrop Advance Reports | 510 | 0.00%– | 0– |
 Ai Reports & Profit Analytics | 6– | 0.11%0.25 | 14– |
 Advanced Reporting & Analytics | 71 | 0.00%– | 0– |
 Pimsical Staff Discount | 81 | 0.02%0.00 | 71 |
 Niblin: AI Analytics & Reports | 98 | 0.00%– | 3– |
 Matrixify: Data Export Import | 10 | 3.08%3.08 | 1,828124 |
Key Insights:
- Report Pundit: Custom Reports commands 68.9% market share, 53.2pp ahead of Data Export IO: Report — a concentrated advanced reports category.
- In the last 30 days, 7 apps climbed and 1 dropped in ranking among the top 10 tracked advanced reports apps.
- Matrixify: Data Export Import added the most new reviews this month (+124) — strong adoption momentum.
Live Ranking and Market Share Trends for Advanced Reports Shopify Apps
Monthly ranking and market share trends for the top 5 advanced reports 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 | May 2026 | Jun 2026 | Jul 2026 | Aug 2026 | Sep 2026 | Oct 2026 |
|---|---|---|---|---|---|---|
| Report Pundit: Custom Reports | #2– | #2– | #11 | #21 | #2– | #11 |
| Data Export IO: Report | #51 | #41 | #31 | #41 | #31 | #21 |
| Lifetimely Profit Analytics | #61 | — | — | — | #51 | #32 |
| Brightpearl by Sage | #61 | #6– | #42 | #51 | #41 | #4– |
| PayDrop Advance Reports | — | — | — | — | #13– | #58 |
Key Insights:
- Report Pundit: Custom Reports's ranking improved from #2 to #1 over the charted period.
- 4 of 5 top advanced reports apps improved their position; 1 declined — an actively reshuffling market.
- Report Pundit: Custom Reports's market share is 69.0% — gaining +1.4pp since the start of the chart.
Advanced Reports Shopify Apps — Market Share by Country
Top 5 countries driving installs for advanced reports Shopify apps, with current market share and 30-day change versus the previous month.
| Country | Market share | Change |
|---|---|---|
 United States | 44.4% | 1.30 |
 United Kingdom | 13.6% | 3.03 |
 Canada | 8.0% | 2.43 |
 Australia | 5.1% | 1.15 |
 Netherlands | 3.4% | 0.52 |
Key Insights:
- United States accounts for 44.4% of advanced reports app installs — the single largest market.
- Top 3 markets (United States, United Kingdom, Canada) collectively cover 66.0% of all tracked advanced reports installs — highly concentrated demand.
- United Kingdom is the fastest-growing market this month (+3.0pp) — emerging demand worth watching.
Fastest to 1,000 Reviews — Advanced Reports Shopify Apps
Race-style view of how the top 4 advanced reports 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 |
|---|---|---|
| Report Pundit: Custom Reports | 51 | 2,058 |
| Data Export IO: Report | 74 | 2,015 |
| Lifetimely Profit Analytics | Not yet reached | 561 |
| Brightpearl by Sage | Not yet reached | 58 |
Key Insights:
- Report Pundit: Custom Reports reached 1,000 reviews fastest — in 51 months since launch.
- Data Export IO: Report crossed 1,000 reviews in 74 months — 23 months behind Report Pundit: Custom Reports.
- 2 of the top 4 advanced reports apps haven't yet crossed 1,000 reviews — Lifetimely Profit Analytics is closest at 561 cumulative.
Top Advanced Reports Shopify Apps Ranked by Position
Report Pundit: Custom Reports dominates advanced reports with 68.9% market share — a clear category leader Shopify merchants gravitate to first, 53.2pp ahead of Data Export IO: Report (15.7%). Lifetimely Profit Analytics sits at #3 with 11.3% share, rounding out the top tier. Together, the top 3 apps absorb 95.9% of all advanced reports installs — a highly concentrated landscape with limited room for new entrants. PayDrop Advance Reports is the standout mover this month, climbing 10 positions — a momentum signal worth tracking.
Report Pundit: Custom Reports still holds 68.9% share of advanced reports apps, but rankings have moved this month — PayDrop Advance Reports climbed 10 positions to #5, the strongest mover in the category. Sustained rank gains of this size usually indicate active product development, so the climbers are worth comparing on feature roadmap and support quality.
Live Ranking and Market Share Trends Across Advanced Reports Shopify Apps
Report Pundit: Custom Reports climbed from #2 (Oct 2025) to #1 (Oct 2026) — a 1-position gain among advanced reports apps over the charted window. Across the top 5 plotted advanced reports apps, 4 improved their ranking while 1 declined — the category is moving upward overall. Report Pundit: Custom Reports's share expanded +1.4pp from 67.5% (Oct 2025) to 69.0% (Oct 2026) — a sustained widening of the gap against other advanced reports apps over this window.
5 of 5 plotted advanced reports apps moved positions in this window — recent trajectory beats current rank as a signal when a category is reshuffling this actively.
Review Growth Velocity in Advanced Reports — Which Apps Grew Fastest
Report Pundit: Custom Reports reached 1,000 reviews in 51 months since launch — the fastest ramp among the top 4 advanced reports apps tracked here. Data Export IO: Report crossed the same milestone in 74 months, 23 months behind.
2 apps on this chart haven't yet crossed 1,000 reviews: Lifetimely Profit Analytics at 561, Brightpearl by Sage at 58 cumulative reviews. Lifetimely Profit Analytics is closest to the milestone — its current count puts it roughly 56% of the way to 1,000.
The 23-month spread between Report Pundit: Custom Reports and Data Export IO: Report reaching 1,000 reviews suggests a competitive advanced reports category — leaders pulled ahead by roughly a year, but no single app dominated launch-to-milestone speed. The ramp differences likely reflect both product quality and timing-of-launch rather than one clear category winner.
Top 5 Apps in Advanced Reports
- Report Pundit: Custom Reports — Category leader for advanced reports with 68.9% market share and 5.0★.
- Data Export IO: Report — Climbed 1 position this month to rank #2 — 15.7% share, 5.0★.
- Lifetimely Profit Analytics — Climbed 1 position this month to rank #3 — 11.3% share, 4.9★.
- Brightpearl by Sage — Climbed 1 position this month to rank #4 — 0.4% share, 4.6★.
- PayDrop Advance Reports — Climbed 10 positions this month to rank #5 — 0 share, 0 reviews.
Advanced Reports Shopify Apps — Frequently Asked Questions
1. What is the best advanced reports app on Shopify?
Report Pundit: Custom Reports is the leading advanced reports app on Shopify, holding 68.9% of category market share with 2,071 reviews — a clear default for most merchants.
2. Which advanced reports app has the highest market share on Shopify?
Report Pundit: Custom Reports holds the highest market share among advanced reports apps at 68.9% (+23.24pp 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 advanced reports apps are tracked on Shopify?
ShopDigest tracks 96 advanced reports apps on the Shopify App Store. Rankings, market share, geography, and review data refresh weekly.
4. Which advanced reports app is growing the fastest on Shopify?
PayDrop Advance Reports has shown the strongest ranking momentum, climbing 10 positions over the past 30 days. Use the Rankings tab to see full month-over-month trajectories.
5. Where are advanced reports apps most popular on Shopify?
United States has the highest concentration of advanced reports app installs at 44.4%, followed by United Kingdom at 13.6%. The Geography tab shows the full country-by-country breakdown.
6. How is market share calculated for advanced reports 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.
7. Which advanced reports app reached 1,000 reviews fastest on Shopify?
Report Pundit: Custom Reports hit 1,000 reviews in 51 months since launch — the fastest review ramp among tracked advanced reports Shopify apps. See the Review Champions chart above for the full race.
