(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 | 31.88% 13.26 | 8 0 | |
2 | 35.07% 25.14 | 9 6 | |
3 | 2.79% 2.79 | 24 1 | |
4 | 0.00% | 1 0 | |
5 1 | 0.00% | 23 0 | |
6 1 | 2.39% 8.44 | 106 0 | |
7 | 0.00% | 0 0 | |
8 | 8.85% 1.72 | 81 7 | |
9 1 | 3.51% 1.36 | 50 4 | |
10 1 | 2.69% 2.37 | 39 0 |
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 | — | |
| — | #2 | #2 | #2 | #2 | — | |
| — | #5 | #61 | #33 | #3 | — | |
| — | #6 | #42 | #4 | #4 | — | |
| — | #4 | #51 | #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 |
|---|---|---|
16.5% | 3.66 | |
14.2% | 1.69 | |
13.3% | 8.19 | |
9.5% | 2.11 | |
9.2% | 1.45 |
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 | 24 | |
Not yet reached | 23 | |
Not yet reached | 9 | |
Not yet reached | 8 | |
Not yet reached | 1 |
Key Insights:
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Avia ‑ POS Traffic Counter holds the top spot for predictive analytics with 31.9% market share, but the gap to challengers is closing, -3.2pp ahead of MoEngage (35.1%). Decile ‑ Customer Analytics sits at #3 with 2.8% share, rounding out the top tier. The top 3 apps together control 69.7% of predictive analytics installs — a clear leadership tier with a meaningful long tail behind them. Listrak: Email, SMS & Identity is the standout mover this month, climbing 1 position — 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.
Avia ‑ POS Traffic Counter (31.9%) and MoEngage (35.1%) sit close at the top of predictive analytics apps, and Listrak: Email, SMS & Identity climbed 1 position 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.
Avia ‑ POS Traffic Counter held #1 steadily from Jun 2026 to Sep 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 held near 31.9% from Jun 2026 to Oct 2026 — a stable install base for predictive analytics apps rather than active gain or loss.
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. Decile ‑ Customer Analytics leads the set on current cumulative reviews with 24 — closest to the milestone, at roughly 2% of the way there.
With no app in this predictive analytics set having crossed 1,000 reviews, the category is still in early adoption. Decile ‑ Customer Analytics is the closest to breaking out at 24 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 ranks #1 for predictive analytics apps with 31.9% market share, but the category is competitive — MoEngage is close behind at 35.1%, so the best fit depends on your store's specific needs.
Avia ‑ POS Traffic Counter holds the highest market share among predictive analytics apps at 31.9% (-13.26pp 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.
Listrak: Email, SMS & Identity has shown the strongest ranking momentum, climbing 1 position 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 16.5%, followed by United States at 14.2%. 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.