Choco Up ‑ Growth Insight vs Criteo
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Feb 19, 2026 for Choco Up, Nov 4, 2026 for Criteo.
The short answer
- On the Shopify App Store: Choco Up 5.0 from 2 reviews and Criteo 4.5 from 34 reviews.
Head to head
- United States
- Japan
- Hong Kong
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Free
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureConnect your Shopify store to Criteo’s AI-powered Commerce Growth platform to reach new customers, engage high-intent shoppers, and drive performance across the open web and social. Sync your product catalog and events directly from Shopify then launch your first campaign. New to Criteo?
- Marketing Automation
- Audience Builder
- Direct connection to retailers and publishers
All the numbers
Every figure, side by side
A green dot marks the app ahead on a measured figure. Estimates, gaps and apps that leave no storefront trace never take the lead.
Adoption
| Measure |  Choco Up |  Criteo |
|---|---|---|
| Detected stores | Not published | 2,377 |
| Net store change, 28 days | 0 | +14 |
| Stores added, 28 days | Not enough data | 18 |
| Big-brand share | Not enough data | 44% |
| Top store categories | Not published | Apparel & Accessories, Health & Beauty, Home & Garden |
| Top store countries | Not published | United States, Japan, Hong Kong |
Reviews
| Measure | Choco Up | Criteo |
|---|---|---|
| App Store rating | 5.0 ★(ahead) | 4.5 ★ |
| App Store reviews | 2 | 34(ahead) |
| New reviews, 28 days | Not enough data | 0 |
| Reviewers a year or more in | Not enough data | Not enough data |
FAQ
Choco Up and Criteo: common questions
- Which has better reviews, Choco Up or Criteo?
- On the Shopify App Store: Choco Up 5.0 from 2 reviews and Criteo 4.5 from 34 reviews.
- Where does this comparison’s data come from?
- Shoplist crawls Shopify storefronts to detect which apps each store runs, and reads each app’s Shopify App Store listing for reviews, pricing, features and integrations. Store counts are as of Feb 19, 2026 for Choco Up, Nov 4, 2026 for Criteo; estimated figures are labeled.
How Shoplist compares apps
Store counts come from Shoplist’s crawl of Shopify storefronts, which detects the apps each store runs; they are as of Feb 19, 2026 for Choco Up, Nov 4, 2026 for Criteo. Reviews, ratings, plans, features and integrations come from each app’s Shopify App Store listing. 28-day figures are labeled when estimated, and a figure that is missing or estimated never decides who leads. Read the methodology.