Juicy Profit Analytics vs ModeerCOD
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 5, 2026 for Juicy Profit Analytics, Nov 3, 2026 for ModeerCOD.
The short answer
- Only Juicy Profit Analytics lists a free plan. Paid plans start at $29/month for Juicy Profit Analytics and $9.99/month for ModeerCOD.
- Juicy Profit Analytics lists 7 features ModeerCOD’s listing doesn’t mention, including Custom dashboards, Custom reports, Pixel tracking.
Head to head
- Sweden
- United States
- Germany
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Free
- · Advanced COGS Rules
- · Analyze profits, costs, and ad spend
- · Connect Claude AI via MCP
- · Connect multiple stores
- · Premium Support
- · Preserve historical profit data
Starter
- · Advanced COGS Rules
- · Analyze profits, costs, and ad spend
- · Connect Claude AI via MCP
- · Connect multiple stores
- · Premium Support
- · Preserve historical profit data
Advanced
- · Advanced COGS Rules
- · After 500 orders / month
- · Analyze profits, costs, and ad spend
- · Connect Claude AI via MCP
- · Connect multiple stores
- · Premium Support
Start
- · $0.02 per order after that
- · 500 orders per month
- · Every feature, with no exceptions
Growth
- · 2,000 orders per month
- · Every feature, with no exceptions
- · Only $0.01 per order after that
Scale
- · Every feature, with no exceptions
- · Unlimited orders — with nothing extra to
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureJuicy Profit Analytics gives you true net profit tracking, costs, and ad attribution in one profit dashboard. Attribute every sale to the exact ad and campaign that drove it, analyze profit margins with COGS and shipping cost rules, and track profitability down to the order level, including UTM tracking. Track recurring expenses and 3PL costs with a profit tracker that preserves historical data when costs change.
In cash on delivery selling, an order becomes revenue only once it is delivered and the carrier pays out. Until then, product costs, ad spend, shipping fees, and returns sit in separate systems, so merchants scale on numbers that later turn out to be losses. This app matches each order to its shipment, settlement, product costs, and ad spend, then reports profit per order, product, and campaign.
- Analyze profits, costs, and ad spend to optimize your business decisions.
- Track ad performance with attribution to find top-performing campaigns.
- Add quantity-based custom COGS for detailed and accurate profitability tracking.
- Set shipping costs by weight or quantity for accurate per-order calculations.
- Net profit per order after product costs, ad spend, shipping, and returns
- Cash on delivery tracking that shows what the carrier collected and still owes
- Delivery risk flag on new orders so you can confirm them before shipping
- Ad spend and return on ad spend measured against orders that were delivered
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 |  Juicy Profit Analytics | |
|---|---|---|
| Detected stores | 854 | Not published |
| Net store change, 28 days | +14 | 0 |
| Stores added, 28 days | 64 | Not enough data |
| Big-brand share | 7% | Not enough data |
| Top store categories | Apparel & Accessories, Health & Beauty, Home & Garden | Not published |
| Top store countries | Sweden, United States, Germany | Not published |
Reviews
| Measure | Juicy Profit Analytics | |
|---|---|---|
| App Store rating | 4.9 ★ | Not published |
| App Store reviews | 103 | Not published |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | 6% | Not enough data |
Pricing
| Measure | Juicy Profit Analytics | |
|---|---|---|
| Free plan | Yes | Not listed |
| Lowest paid monthly plan | $29/month | $9.99/month(ahead) |
| Longest free trial | 10 days | Not listed |
| Plans listed | 3 | 3 |
Listing
| Measure | Juicy Profit Analytics | |
|---|---|---|
| Shopify category rank | #7 | Not enough data |
| Shopify App Charts | #19 in Analytics | Not on this week’s charts |
| Built for Shopify | Yes | No |
| Launched | Apr 9, 2025 | Aug 28, 2026 |
| Languages | 1 | 1 |
| Developer | Easyapps | COD |
FAQ
Juicy Profit Analytics and ModeerCOD: common questions
- Is Juicy Profit Analytics or ModeerCOD cheaper?
- Only Juicy Profit Analytics lists a free plan. Paid plans start at $29/month for Juicy Profit Analytics and $9.99/month for ModeerCOD. 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?
- Juicy Profit Analytics lists 7 the others don’t mention, such as Custom dashboards, Custom reports, Pixel tracking, Profit insights. 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 Nov 5, 2026 for Juicy Profit Analytics, Nov 3, 2026 for ModeerCOD; 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 Nov 5, 2026 for Juicy Profit Analytics, Nov 3, 2026 for ModeerCOD. 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.