Profit Pilot Analytics vs RankPilot
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 Profit Pilot Analytics, Jun 20, 2026 for RankPilot.
The short answer
- RankPilot lists 9 features Profit Pilot Analytics’s listing doesn’t mention, including Abandoned cart, Cohort analysis, Custom reports.
Head to head
Starter
- · AI usage: 1 per day
- · Connected stores: 1
- · Reporting window: 90 days
Pro
- · AI usage: 3 per day
- · Connected stores: 3
- · Reporting window: 180 days
Enterprise
- · AI usage: 6 per day
- · Connected stores: 6
- · Reporting window: 365 days
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureProfit Pilot helps Shopify merchants understand their real profit, not just revenue. Connect your store and instantly see profit per product after costs, refunds, and discounts. Our COGS-based engine classifies products as Scale, Fix, or Stop so you know where to invest. AI-generated insights highlight what is working and what is not. Weekly profit audit reports show trends, top performers, and dead stock.
RankPilot analyzes your products, orders, storefront traffic, and optional advertising performance, then automatically ranks and sorts your collections so your performing products appear first and out-of-stock or low-performing items move down.
- Profit per product with COGS, refunds, and discounts factored automatically
- AI insights that explain your numbers and recommend the next best action
- Weekly profit audit reports delivered as polished PDF and HTML summaries
- Daily action list and Scale, Fix, or Stop product classification
- Automatically sort collections by sales, conversion, or stock-clearing goals
- Product reports for revenue, conversion, sell-through, and stock health
- Growth Score with a prioritized list of your most important next actions
- Connect Meta, Google Ads, and GA4 to see ad ROI alongside product results
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 |  Profit Pilot Analytics |  RankPilot |
|---|---|---|
| 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 | Profit Pilot Analytics | RankPilot |
|---|---|---|
| App Store rating | Not published | Not published |
| App Store reviews | Not published | 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 | Profit Pilot Analytics | RankPilot |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | $19/month | No monthly plan listed |
| Longest free trial | 14 days | Not listed |
| Plans listed | 3 | Not published |
Listing
| Measure | Profit Pilot Analytics | RankPilot |
|---|---|---|
| Shopify category rank | #1503 | #1271(ahead) |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Jun 16, 2026 | Jun 19, 2026 |
| Languages | 1 | 2 |
| Developer | pilot profit | BusinessUp |
FAQ
Profit Pilot Analytics and RankPilot: common questions
- What features does each app list that the other doesn’t?
- RankPilot lists 9 the others don’t mention, such as Abandoned cart, Cohort analysis, Custom reports, Data export. 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 Profit Pilot Analytics, Jun 20, 2026 for RankPilot; 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 Profit Pilot Analytics, Jun 20, 2026 for RankPilot. 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.