Revenue Leak Detector vs CoolDeal: Recovery & Sourcing
Two Shopify apps, side by side: detected stores, momentum, reviews, plans, listed features and who runs each. Store counts as of Feb 19, 2026 for Revenue Leak Detector, Nov 8, 2026 for CoolDeal.
The short answer
- Revenue Leak Detector lists 12 features CoolDeal’s listing doesn’t mention, including Abandoned cart, Activity tracking, AI insights.
Head to head
Recovery rev-share
- · $1,000/win; $5,000/cycle cap (USD)
- · 15% of confirmed recoveries
- · Free to install
Coverage counts what each App Store listing names. Every feature, checked off app by app, is in Shoplist.
See every featureScans your products, orders, and inventory to find fixable issues losing you money. Detects: out-of-stock items with demand, bestsellers needing better placement, products with high refund rates, low-margin items, unpopular variants, discount overuse, and poor add-to-cart conversion. Shows weekly revenue impact for each issue, explains how to fix it, and tracks resolved leaks.
CoolDeal checks your carrier invoices against expected shipment rates, flags overcharges and prepares claims with supporting evidence. Review and file each claim, then track confirmed recoveries and fees. CoolAgent keeps your next steps in Today, Cases, Receipts and Mandate. Carrier Guard can hide carriers that repeatedly overcharge at checkout.
- Scans products, orders, and inventory to detect 7 types of revenue leaks
- Calculates weekly revenue impact and opportunity cost for each detected issue
- Provides fix instructions and recommendations for every leak found
- Tracks resolved leaks and measures recovered revenue over time
- Recover revenue from shipping overcharges, disputes, and fee leakage
- Find supplier savings, stockout windows, and pricing actions
- Track confirmed outcomes, fees, and ROI in the Daily Outcome Report
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 |  Revenue Leak Detector |  CoolDeal |
|---|---|---|
| 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 | Revenue Leak Detector | CoolDeal |
|---|---|---|
| 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 | Revenue Leak Detector | CoolDeal |
|---|---|---|
| Free plan | Not listed | Not listed |
| Lowest paid monthly plan | No monthly plan listed | No monthly plan listed |
| Longest free trial | Not listed | Not listed |
| Plans listed | Not published | 1 |
Listing
| Measure | Revenue Leak Detector | CoolDeal |
|---|---|---|
| Shopify category rank | #1289(ahead) | #1407 |
| Shopify App Charts | Not on this week’s charts | Not on this week’s charts |
| Built for Shopify | No | No |
| Launched | Feb 13, 2026 | May 11, 2026 |
| Languages | 1 | 1 |
| Developer | CARSENSE PTY LTD | Decionis, Inc. |
FAQ
Revenue Leak Detector and CoolDeal: common questions
- What features does each app list that the other doesn’t?
- Revenue Leak Detector lists 12 the others don’t mention, such as Abandoned cart, Activity tracking, AI insights, Analytics dashboard. 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 Feb 19, 2026 for Revenue Leak Detector, Nov 8, 2026 for CoolDeal; 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 Feb 19, 2026 for Revenue Leak Detector, Nov 8, 2026 for CoolDeal. 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.