GoGotama 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 Oct 13, 2026 for GoGotama, Nov 8, 2026 for CoolDeal.
The short answer
- GoGotama lists 4 features CoolDeal’s listing doesn’t mention, including Analytics dashboard, Data export, Historical analysis.
Head to head
Clarity
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 featureROAS says you're winning while rogue ads, leaked discounts, and dead stock quietly eat your profit. Gotama works like a hire, not a dashboard: he untangles your messy catalog & ad data with AI, and then with deterministic math builds your unit economics — CM3 and POAS daily. When he sees margin leaking, he fires a signal: its cost per day, the fix, and evidence to cross-check him.
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.
- Actionable intelligence within hours of setup: curated, high value margin leaks
- Hunts the nine usual suspects daily — zombie ads, code leaks, below-cost SKUs
- POAS Lab: scale Growth Engines, cut Margin Vampires — decisions, not reports
- Every signal carries its cost per day, the fix, and evidence you can check
- 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 |  GoGotama |  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 | GoGotama | 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 |
FAQ
GoGotama and CoolDeal: common questions
- What features does each app list that the other doesn’t?
- GoGotama lists 4 the others don’t mention, such as Analytics dashboard, Data export, Historical analysis, 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 Oct 13, 2026 for GoGotama, 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 Oct 13, 2026 for GoGotama, 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.