Auto-Tracking Shopify Apps – Analytics & Insights
(Updated September 2026) Track the top auto-tracking Shopify apps with live rankings, market share, geography, and review data — updated weekly from the Shopify App Store. This keyword page shows where each app stands today and how its position has shifted over time.
Top Auto-Tracking Shopify Apps Ranked Today
Top 10 auto-tracking Shopify apps ranked by current App Store position, with market share and review counts. Updated weekly.
| App | Rank | Market Share | Reviews |
|---|---|---|---|
 Affiliate Marketing ReferrLy | 1 2 | 39.77% 30.08 | 1,083 35 |
 BixGrow Affiliate Marketing | 2 | 12.06% 4.29 | 1,311 26 |
 UpPromote Affiliate Marketing | 3 2 | 40.51% 36.80 | 3,824 92 |
 Affilitrak Affiliate Marketing | 4 | 4.28% 1.14 | 262 26 |
 Referral Program ‑ Shopjar | 5 | 0.88% 0.49 | 142 13 |
 Shopify Collabs | 6 1 | 0.83% 0.44 | 427 11 |
 GOAFFPRO ‑ Affiliate Marketing | 7 1 | 0.42% 0.02 | 946 6 |
 CWILL Returns & Exchanges | 8 | 0.34% 0.11 | 491 9 |
 TP: True Profit Analytics | 9 | 0.58% 0.15 | 902 17 |
 BuckyDrop‑Branded Dropshipping | 10 3 | 0.13% 0.09 | 81 8 |
Key Insights:
- Affiliate Marketing ReferrLy commands 39.8% market share, 27.7pp ahead of BixGrow Affiliate Marketing — a competitive auto-tracking category.
- In the last 30 days, 3 apps climbed and 2 dropped in ranking among the top 10 tracked auto-tracking apps.
- UpPromote Affiliate Marketing added the most new reviews this month (+92) — strong adoption momentum.
- Note: UpPromote Affiliate Marketing holds higher market share (40.5%) than the rank-#1 app Affiliate Marketing ReferrLy — share and App Store rank don't align in this category, so cross-checking both views matters.
Live Ranking and Market Share Trends for Auto-Tracking Shopify Apps
Monthly ranking and market share trends for the top 5 auto-tracking 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 | Apr 2026 | May 2026 | Jun 2026 | Jul 2026 | Aug 2026 | Sep 2026 |
|---|---|---|---|---|---|---|
| Affiliate Marketing ReferrLy | — | #2 | #2 | #2 | #2 | #11 |
| BixGrow Affiliate Marketing | — | #3 | #3 | #3 | #12 | #21 |
| UpPromote Affiliate Marketing | — | #1 | #1 | #1 | #32 | #3 |
| Affilitrak Affiliate Marketing | — | #7 | #103 | #46 | #4 | #4 |
| Referral Program ‑ Shopjar | — | #19 | #118 | #65 | #51 | #5 |
Key Insights:
- Affiliate Marketing ReferrLy's ranking improved from #2 to #1 over the charted period.
- 4 of 5 top auto-tracking apps improved their position; 1 declined — a mixed picture.
- Affiliate Marketing ReferrLy's market share is 39.8% — gaining +28.5pp since the start of the chart.
Auto-Tracking Shopify Apps — Market Share by Country
Top 5 countries driving installs for auto-tracking Shopify apps, with current market share and 30-day change versus the previous month.
| Country | Market Share | Change |
|---|---|---|
 United States | 42.7% | 4.87 |
 United Kingdom | 9.0% | 2.18 |
 Germany | 7.5% | 0.02 |
 Australia | 4.2% | 0.33 |
 Canada | 3.8% | 0.55 |
Key Insights:
- United States accounts for 42.7% of auto-tracking app installs — the single largest market.
- Top 3 markets (United States, United Kingdom, Germany) collectively cover 59.1% of all tracked auto-tracking installs — highly concentrated demand.
- United Kingdom is the fastest-growing market this month (+2.2pp) — emerging demand worth watching.
Fastest to 1,000 Reviews — Auto-Tracking Shopify Apps
Race-style view of how the top 5 auto-tracking 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 |
|---|---|---|
| BixGrow Affiliate Marketing | 46 | 1,248 |
| UpPromote Affiliate Marketing | 52 | 3,670 |
| Affiliate Marketing ReferrLy | 64 | 1,041 |
| Affilitrak Affiliate Marketing | Not yet reached | 246 |
| Referral Program ‑ Shopjar | Not yet reached | 134 |
Key Insights:
- BixGrow Affiliate Marketing reached 1,000 reviews fastest — in 46 months since launch.
- UpPromote Affiliate Marketing crossed 1,000 reviews in 52 months — 6 months behind BixGrow Affiliate Marketing.
- 2 of the top 5 auto-tracking apps haven't yet crossed 1,000 reviews — Affilitrak Affiliate Marketing is closest at 246 cumulative.
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Top Auto-Tracking Shopify Apps Ranked by Position
Affiliate Marketing ReferrLy holds the top spot for auto-tracking with 39.8% market share, but the gap to challengers is closing, 27.7pp ahead of BixGrow Affiliate Marketing (12.1%). UpPromote Affiliate Marketing sits at #3 with 40.5% share, rounding out the top tier. Together, the top 3 apps absorb 92.3% of all auto-tracking installs — a highly concentrated landscape with limited room for new entrants. BuckyDrop‑Branded Dropshipping is the standout mover this month, climbing 3 positions — a momentum signal worth tracking. Worth noting: the top-ranked app and the highest-share app aren't the same here — App Store rank and our market share metric (computed from review counts and other factors) move on independent dynamics, so cross-checking both views matters in this category.
Affiliate Marketing ReferrLy (39.8%) and BixGrow Affiliate Marketing (12.1%) sit close at the top of auto-tracking apps, and BuckyDrop‑Branded Dropshipping climbed 3 positions this month. Current rank is a thin signal in this kind of mover-heavy category — recent climbers often have stronger 6-month trajectory than today's leader.
Live Ranking and Market Share Trends Across Auto-Tracking Shopify Apps
Affiliate Marketing ReferrLy climbed from #2 (May 2026) to #1 (Sep 2026) — a 1-position gain among auto-tracking apps over the charted window. Across the top 5 plotted auto-tracking apps, 4 improved their ranking while 1 declined — the category is moving upward overall. Affiliate Marketing ReferrLy's share held near 39.8% from May 2026 to Sep 2026 — a stable install base for auto-tracking apps rather than active gain or loss.
5 of 5 plotted auto-tracking 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 Auto-Tracking — Which Apps Grew Fastest
BixGrow Affiliate Marketing reached 1,000 reviews in 46 months since launch — the fastest ramp among the top 5 auto-tracking apps tracked here. UpPromote Affiliate Marketing in 52 months, and Affiliate Marketing ReferrLy took 64 months to cross the same milestone, a 18-month spread between the fastest and slowest in the set.
2 apps on this chart haven't yet crossed 1,000 reviews: Affilitrak Affiliate Marketing at 246, Referral Program ‑ Shopjar at 134 cumulative reviews. Affilitrak Affiliate Marketing is closest to the milestone — its current count puts it roughly 25% of the way to 1,000.
The 18-month spread between BixGrow Affiliate Marketing and Affiliate Marketing ReferrLy reaching 1,000 reviews suggests a competitive auto-tracking 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 Auto-Tracking
- Affiliate Marketing ReferrLy — Tops the auto-tracking rankings with 39.8% market share and 5.0★.
- BixGrow Affiliate Marketing — Ranks #2 for auto-tracking with 12.1% market share and 4.9★.
- UpPromote Affiliate Marketing — Currently ranked #3 with 40.5% market share and 4.9★.
- Affilitrak Affiliate Marketing — Ranks #4 for auto-tracking with 4.3% market share and 5.0★.
- Referral Program ‑ Shopjar — Ranks #5 for auto-tracking with 0.9% market share and 4.9★.
Auto-Tracking Shopify Apps — Frequently Asked Questions
1. What is the best auto-tracking app on Shopify?
Affiliate Marketing ReferrLy ranks #1 for auto-tracking apps with 39.8% market share, but the category is competitive — BixGrow Affiliate Marketing is close behind at 12.1%, so the best fit depends on your store's specific needs.
2. Which auto-tracking app has the highest market share on Shopify?
Affiliate Marketing ReferrLy holds the highest market share among auto-tracking apps at 39.8% (+30.08pp 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 auto-tracking apps are tracked on Shopify?
ShopDigest tracks 96 auto-tracking apps on the Shopify App Store. Rankings, market share, geography, and review data refresh weekly.
4. Which auto-tracking app is growing the fastest on Shopify?
BuckyDrop‑Branded Dropshipping has shown the strongest ranking momentum, climbing 3 positions over the past 30 days. Use the Rankings tab to see full month-over-month trajectories.
5. Where are auto-tracking apps most popular on Shopify?
United States has the highest concentration of auto-tracking app installs at 42.7%, followed by United Kingdom at 9.0%. The Geography tab shows the full country-by-country breakdown.
6. How is market share calculated for auto-tracking 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 auto-tracking app reached 1,000 reviews fastest on Shopify?
BixGrow Affiliate Marketing hit 1,000 reviews in 46 months since launch — the fastest review ramp among tracked auto-tracking Shopify apps. See the Review Champions chart above for the full race.
