CoffeeOS vs Kleio Analytics
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 13, 2026 for CoffeeOS, Oct 14, 2026 for Kleio Analytics.
The short answer
- Paid plans start at $12/month for CoffeeOS and $29/month for Kleio Analytics.
- Kleio Analytics lists 10 features CoffeeOS’s listing doesn’t mention, including Analytics dashboard, Cohort analysis, Historical analysis.
Head to head
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Basic access
Everything
- · 14-day free trial
- · All features
- · Unlimited orders
- · Unlimited revenue
- · Unlimited users
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureCoffeeOS is a real-time operations dashboard built for D2C coffee brands that want their business to run tighter without getting buried in spreadsheets. It brings your core workflows - sales, roasting, inventory, and fulfillment - into one place, so you can see what’s happening and make faster decisions with fewer surprises.
Hey, Mathias here (the founder). I was frustrated by other analytics tools and found them too expensive, so I built the analytics toolbox I've always dreamed of. Track your favorite metrics in the dashboard; connect ad channels and track your acquisition; break down your P&L to find what’s eating your margin; rank products by the profit and LTV they create; monitor inventory and get help merchandising; and much more.
- COGS tracking
- Roast Requests
- Green coffee inventory tracking.
- Dashboard: Monitor your sales, profits, and customer acquisition in real time.
- Lifetime value analysis: Which products drive the most profits over time?
- Margin Analysis: What's your true margins after shipping, refunds and discounts?
- Returns Analysis: Do you have any problematic products that are often returned?
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 |  CoffeeOS |  Kleio Analytics |
|---|---|---|
| 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 | CoffeeOS | Kleio Analytics |
|---|---|---|
| App Store rating | Not published | 5.0 ★ |
| App Store reviews | Not published | 20 |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | CoffeeOS | Kleio Analytics |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | $12/month(ahead) | $29/month |
| Longest free trial | Not listed | 14 days |
| Plans listed | 1 | 1 |
Listing
| Measure | CoffeeOS | Kleio Analytics |
|---|---|---|
| Shopify category rank | #1383 | #52(ahead) |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Apr 30, 2026 | Feb 19, 2025 |
| Languages | 1 | 1 |
| Developer | Mernin’ Brands | Kleio |
FAQ
CoffeeOS and Kleio Analytics: common questions
- Is CoffeeOS or Kleio Analytics cheaper?
- Paid plans start at $12/month for CoffeeOS and $29/month for Kleio Analytics. Shoplist compares base prices only between monthly plans in the same currency; usage charges and annual plans vary, so check each plan’s limits.
- What features does each app list that the other doesn’t?
- CoffeeOS lists 1 the others don’t mention, such as Custom dashboards. Kleio Analytics lists 10 the others don’t mention, such as Analytics dashboard, Cohort analysis, Historical analysis, Lifetime value (LTV). A feature missing from a listing may still be supported; this compares what each App Store listing says.
- 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 Oct 13, 2026 for CoffeeOS, Oct 14, 2026 for Kleio Analytics; 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 Oct 13, 2026 for CoffeeOS, Oct 14, 2026 for Kleio Analytics. 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.