Which app has more detected Shopify stores, Littledata ‑ The Data Layer or Polar: AI‑Analytics Platform?
Littledata ‑ The Data Layer has the larger detected footprint with 852 detected stores.
Shopify app comparison
Compare detected store footprint, review volume, pricing posture, top public categories, countries, and positive or neutral momentum bands.
Combined detected footprint
1,426
detected Shopify stores across both apps. Counts stay precise and tied to Shoplist detection freshness.
Quick answer
As of Aug 17, 2026, Littledata ‑ The Data Layer is detected on 852 Shopify stores vs 574 for Polar: AI‑Analytics Platform.
Side-by-side stats
| Signal | Littledata ‑ The Data Layer | Polar: AI‑Analytics Platform |
|---|---|---|
| Detected stores | 852as of Aug 17, 2026 | 574as of Aug 17, 2026 |
| Reviews | 168 reviews | 131 reviews |
| Rating | 4.6 | 4.9 |
| Pricing posture | Free trial available | $300 |
| Top categories | Apparel & Accessories, Home & Garden, Health & Beauty | Health & Beauty, Apparel & Accessories, Home & Garden |
| Top countries | United States, United Kingdom, Australia | United States, United Kingdom, Australia |
| Momentum band | No positive or neutral public band |
Switching movement
FAQ
Littledata ‑ The Data Layer has the larger detected footprint with 852 detected stores.
The public page shows the aggregate switching count when Shoplist detects brands that dropped one app and added the other in the last 180 days. Store identities and direction stay behind signup.
Shoplist compares public storefront detections, Shopify App Store review data, pricing posture, category and country distributions, and positive or neutral public momentum bands when available.
| No positive or neutral public band |