DataPilot: Profit Analytics vs feehelper‑ai
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Oct 14, 2026 for DataPilot, Oct 13, 2026 for feehelper‑ai.
The short answer
- Paid plans start at $7.99/month for DataPilot and $19/month for feehelper‑ai.
- feehelper‑ai lists 5 features DataPilot’s listing doesn’t mention, including Checkout analytics, Custom dashboards, Custom reports.
Head to head
Starter Plan
- · Add shipping and fee costs
- · All features included + 7-day free trial
- · For stores up to €2.000 monthly revenue
- · Product profit overview & margin insight
- · Track real profit per order and SKU
Growth Plan
- · Add shipping and fee costs
- · All features included + 7-day free trial
- · For stores up to €20.000 monthly revenue
- · Product profit overview & margin insight
- · Track real profit per order and SKU
Pro Plan
- · Add shipping and fee costs
- · All features included + 7-day free trial
- · For stores up to €100000 monthly revenue
- · Product profit overview & margin insight
- · Track real profit per order and SKU
Starter
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureDataPilot helps you understand your real profit by combining product costs (COGS) and shipping costs into clear margin insights. Update product costs from Purchase Orders to keep COGS accurate as prices change. See landed profit per order and product, identify missing costs, and spot margin leaks early.
FeeHelper AI helps Shopify merchants understand real order profitability beyond top-line revenue. Track payment fees, platform fees, shipping costs, taxes, product costs, and estimated margins in one place. The app surfaces operational costs that are often difficult to identify in standard Shopify analytics, helping merchants understand fulfillment costs, contribution profit, and overall store performance.
- See your true profit - clear margin from revenue to fees in one view
- See your most profitable products, SKUs, and categories
- Get instant product profitability across regions
- Enter real shipping costs to track true profit accuracy
- Track real Shopify profit beyond revenue and sales totals
- Break down payment fees, shipping costs, and product margins
- Understand contribution profit at the order and store level
- Highlight hidden operational costs missed in standard analytics
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 |  DataPilot |  feehelper‑ai |
|---|---|---|
| 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 | DataPilot | feehelper‑ai |
|---|---|---|
| App Store rating | 5.0 ★ | Not published |
| App Store reviews | 2 | Not published |
| New reviews, 28 days | Not enough data | Not enough data |
| Reviewers a year or more in | Not enough data | Not enough data |
Pricing
| Measure | DataPilot | feehelper‑ai |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | $7.99/month(ahead) | $19/month |
| Longest free trial | 7 days | 14 days |
| Plans listed | 3 | 1 |
Listing
| Measure | DataPilot | feehelper‑ai |
|---|---|---|
| Shopify category rank | Not enough data | #1187 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Nov 7, 2025 | Jun 2, 2026 |
| Languages | 1 | 8 |
| Developer | BuschBytes | ANIU |
FAQ
DataPilot and feehelper‑ai: common questions
- Is DataPilot or feehelper‑ai cheaper?
- Paid plans start at $7.99/month for DataPilot and $19/month for feehelper‑ai. 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?
- DataPilot lists 3 the others don’t mention, such as Benchmarking, Funnel analysis, Historical analysis. feehelper‑ai lists 5 the others don’t mention, such as Checkout analytics, Custom dashboards, Custom reports, Purchase 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 Oct 14, 2026 for DataPilot, Oct 13, 2026 for feehelper‑ai; 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 14, 2026 for DataPilot, Oct 13, 2026 for feehelper‑ai. 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.