(Updated October 2026) Track the top predictive analytics 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 10 predictive analytics Shopify apps ranked by current App Store position, with market share and review counts. Updated weekly.
| App | Rank | Market Share | Reviews |
|---|---|---|---|
1 | 41.27% 7.58 | 8 0 | |
2 2 | 0.00% | 1 0 | |
3 2 | 3.61% 3.61 | 24 1 | |
4 1 | 0.00% | 23 0 | |
5 1 | 6.19% 2.53 | 104 0 | |
6 1 | 0.00% | 0 0 | |
7 1 | 21.67% 9.65 | 89 10 | |
8 1 | 6.19% 2.28 | 49 2 | |
9 2 | 1.86% 0.76 | 110 1 | |
10 | 3.74% 0.20 | 42 2 |
Key Insights:
Monthly ranking and market share trends for the top 5 predictive analytics Shopify apps over the past year — see how each app's App Store position and market share have shifted month by month.
| App | May 2026 | Jun 2026 | Jul 2026 | Aug 2026 | Sep 2026 | Oct 2026 |
|---|---|---|---|---|---|---|
| — | #1 | #1 | #1 | #1 | #1 | |
| — | #6 | #42 | #4 | #4 | #22 | |
| — | #5 | #61 | #33 | #3 | #3 | |
| — | #4 | #51 | #61 | #51 | #41 | |
| — | #3 | #3 | #52 | #61 | #51 |
Key Insights:
Top 5 countries driving installs for predictive analytics Shopify apps, with current market share and 30-day change versus the previous month.
| Country | Market Share | Change |
|---|---|---|
21.6% | 1.22 | |
15.0% | 0.56 | |
13.2% | 1.18 | |
12.7% | 0.98 | |
8.3% | 4.29 |
Key Insights:
Race-style view of how the top 5 predictive analytics Shopify apps reached 1,000 reviews — months since launch on the X-axis, cumulative review count on the Y-axis.
| App | Months to Reach 1,000 Reviews | Current Review Count |
|---|---|---|
Not yet reached | 104 | |
Not yet reached | 24 | |
Not yet reached | 23 | |
Not yet reached | 8 | |
Not yet reached | 1 |
Key Insights:
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Avia ‑ POS Traffic Counter dominates predictive analytics with 41.3% market share — a clear category leader Shopify merchants gravitate to first, 41.3pp ahead of LS Direct (0). Decile ‑ Customer Analytics sits at #3 with 3.6% share, rounding out the top tier. The top 3 apps together hold only 44.9% — meaning predictive analytics is a fragmented market where lower-ranked apps still capture significant share. LS Direct is the standout mover this month, climbing 2 positions — a momentum signal worth tracking.
Avia ‑ POS Traffic Counter's 41.3% share looks dominant, but Listrak: Email, SMS & Identity slipped 1 position this month and the rest of the top 5 has reshuffled. Predictive Analytics apps are settled at the top and contested below — for merchants whose needs aren't a perfect Avia ‑ POS Traffic Counter fit, the #2–#5 apps often surface better niche options.
Avia ‑ POS Traffic Counter held #1 steadily from Jun 2026 to Oct 2026 — an entrenched leader in predictive analytics that challengers haven't displaced. Across the top 5 plotted predictive analytics apps, 2 improved their ranking while 1 declined — the category is moving upward overall. Avia ‑ POS Traffic Counter's share expanded +0.6pp from 40.7% (Jun 2026) to 41.3% (Oct 2026) — a sustained widening of the gap against other predictive analytics apps over this window.
3 of 5 plotted predictive analytics apps moved positions in this window — recent trajectory beats current rank as a signal when a category is reshuffling this actively.
None of the top 5 predictive analytics apps tracked here have yet crossed 1,000 reviews. Analyzely ‑ Google Analytics 4 leads the set on current cumulative reviews with 104 — closest to the milestone, at roughly 10% of the way there.
With no app in this predictive analytics set having crossed 1,000 reviews, the category is still in early adoption. Analyzely ‑ Google Analytics 4 is the closest to breaking out at 104 cumulative reviews — worth tracking its per-month review velocity to see whether it's on pace to cross the milestone first.
Avia ‑ POS Traffic Counter is the leading predictive analytics app on Shopify, holding 41.3% of category market share with 8 reviews — a clear default for most merchants.
Avia ‑ POS Traffic Counter holds the highest market share among predictive analytics apps at 41.3% (-7.58pp 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.
ShopDigest tracks 96 predictive analytics apps on the Shopify App Store. Rankings, market share, geography, and review data refresh weekly.
LS Direct has shown the strongest ranking momentum, climbing 2 positions over the past 30 days. Use the Rankings tab to see full month-over-month trajectories.
France has the highest concentration of predictive analytics app installs at 21.6%, followed by United States at 15.0%. The Geography tab shows the full country-by-country breakdown.
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.
Rankings and trends across every Shopify app, category, and keyword.