CD: Profit Analytics & Reports vs TrackPanda
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Nov 4, 2026.
The short answer
- TrackPanda is detected on 1.8× as many Shopify stores as CD: 28 vs 16 as of Nov 4, 2026.
- Only TrackPanda lists a free plan. Paid plans start at $5.99/month for CD and $29/month for TrackPanda.
- CD lists 7 features TrackPanda’s listing doesn’t mention, including Custom reports, Daily sales summary, Historical data import.
Head to head
- Australia
- Spain
- Germany
- Sweden
- Hong Kong
Momentum
New reviews each month
Review pace is the clearest public read on how fast an app is winning new merchants.
Awesome
- · Best-in-class shipping calculations
- · Custom Rules
- · Google & Meta Connector
- · Multi-Country Analysis
- · Unlimited Orders
Free
- · 50 orders per month
- · Advanced analytics
- · Google ad tracking
- · Meta ad tracking (Including CAPI)
- · Snapchat ad tracking
- · TikTok ad tracking
Premium
- · 500 orders per month
- · Advanced analytics
- · Google ad tracking
- · Meta ad tracking (Including CAPI)
- · Priority support
- · Snapchat ad tracking
Unlimited
- · Advanced analytics
- · Google ad tracking
- · Market-level tracking
- · Meta ad tracking (Including CAPI)
- · Priority support
- · Snapchat ad tracking
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureTurn data into dollars with an analytics dashboard that integrates with your marketing platforms, giving you the insights to optimize your advertising ROI, identify your most profitable products and markets, and make data-driven decisions that boost your bottom line.
Powered by UTM tracking and relevant KPI:s it has never been easier to make the correct data driven decisions. With Trackpanda you can leave the guesswork behind and scale your ads based on true data. With a powerful dashboard showing accurate revenue, taxes, COGS, transactions costs and spend you will have full control over your business.
- Dollar-Perfect Profit Tracking
- Track marketing spend with ease.
- Breakdown *all* metrics by region
- Detailed overview och your business most important KPI:s
- Get reliable and accurate data thanks to UTM-parameters
- Advanced KPI:s which will help you make the correct decisions when scaling
- Custom COGS section to make profit tracking easy and reliable
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 |  CD |  TrackPanda |
|---|---|---|
| Detected stores | 16 | 28(ahead) |
| Net store change, 28 days | 0 | −1 |
| Stores added, 28 days | Not enough data | 1 |
| Big-brand share | Not enough data | Not enough data |
| Top store categories | Apparel & Accessories, Food, Beverages & Tobacco, Animals & Pet Supplies | Health & Beauty, Apparel & Accessories, Home & Garden |
| Top store countries | Australia, Spain, Germany | Sweden, Hong Kong |
Reviews
| Measure | CD | TrackPanda |
|---|---|---|
| App Store rating | 5.0 ★ | Not published |
| App Store reviews | 5 | Not published |
| New reviews, 28 days | 0 | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | CD | TrackPanda |
|---|---|---|
| Free plan | Not listed | Yes |
| Lowest paid monthly plan | $5.99/month(ahead) | $29/month |
| Longest free trial | 14 days | Not listed |
| Plans listed | 1 | 3 |
Listing
| Measure | CD | TrackPanda |
|---|---|---|
| Shopify category rank | #676(ahead) | #758 |
| Shopify App Charts | Not on this week’s charts | #16 on Rookies in Analytics |
| Built for Shopify | No | No |
| Launched | Feb 5, 2024 | Oct 16, 2025 |
| Languages | 1 | 1 |
| Developer | CashDash | PandaWorks |
FAQ
CD and TrackPanda: common questions
- Which is more popular, CD or TrackPanda?
- TrackPanda is detected on 1.8× as many Shopify stores as CD: 28 vs 16 as of Nov 4, 2026.
- Is CD or TrackPanda cheaper?
- Only TrackPanda lists a free plan. Paid plans start at $5.99/month for CD and $29/month for TrackPanda. 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?
- CD lists 7 the others don’t mention, such as Custom reports, Daily sales summary, Historical data import, Multi-currency. TrackPanda lists 4 the others don’t mention, such as Event tracking, Expense tracking, Income and balance, UTM tracking. 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 4, 2026; 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 4, 2026. 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.