Choco Up ‑ Growth Insight vs Sensai Metrics
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, Oct 13, 2026 for Sensai Metrics.
The short answer
- On the Shopify App Store: Choco Up 5.0 from 2 reviews and Sensai Metrics 5.0 from 2 reviews.
Head to head
Data-driven growth platform for Asia's eCommerce
Tailor-made AI analytics, grow your ecommerce the right way
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Startup
- · All the free plan features
- · Custom Insights
- · Customer journeys
- · Funnels
- · Products analytics
- · Stores with <8 months of data
Pro
- · All the startup plan features
- · Budget Allocation
- · CLV
- · Customer segmentation
- · Ideal for stores looking to scale
- · Predictive analytics
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureCentralizes information from sales platforms, marketing and analytics tools, and processes the information to a) create centralized, simple dashboards, and b) give insights from the most basic to the most advanced predictions on what the future behaviour of customers will be in their store.
- Make data-driven decisions
- Get actionable insights
- Tracking different metrics
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 |  Sensai Metrics |
|---|---|---|
| Detected stores | Not published | Not published |
| Net store change, 28 days | 0 | 0 |
| Stores added, 28 days | Not enough data | Not enough data |
| Big-brand share | Not enough data | Not enough data |
| Top store categories | Not published | Not published |
| Top store countries | Not published | Not published |
Reviews
| Measure | Choco Up | Sensai Metrics |
|---|---|---|
| App Store rating | 5.0 ★ | 5.0 ★ |
| App Store reviews | 2 | 2 |
| New reviews, 28 days | Not enough data | 0 |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | Choco Up | Sensai Metrics |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | No monthly plan listed | $79/month |
| Longest free trial | Not listed | 14 days |
| Plans listed | Not published | 2 |
Listing
| Measure | Choco Up | Sensai Metrics |
|---|---|---|
| Shopify category rank | Not enough data | #675 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Jan 13, 2022 | Nov 22, 2019 |
| Languages | Not published | Not published |
| Developer | Choco Up | Sensai Metrics |
FAQ
Choco Up and Sensai Metrics: common questions
- Which has better reviews, Choco Up or Sensai Metrics?
- On the Shopify App Store: Choco Up 5.0 from 2 reviews and Sensai Metrics 5.0 from 2 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, Oct 13, 2026 for Sensai Metrics; 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, Oct 13, 2026 for Sensai Metrics. 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.