About Merro: Shopify Revenue Leakage Recovery
Merro is an independent revenue leakage recovery service for Shopify brands. We analyze 100% of your support tickets, shipping data, and returns to find and recover $3K-$15K/month in hidden operational losses.
Free scan. 72-hour results. No credit card required.
Why Merro Exists
As Shopify brands scale past $2M, operational decisions become harder to control. Duplicate refunds slip through. Carriers overbill without anyone noticing. Return fraud patterns emerge that no single agent can see.
These aren't failures of effort. They're failures of visibility. Your helpdesk QA tool samples 5-10% of tickets and checks for tone. It never cross-references Shopify refund data to find the $12,000 in duplicate refunds that happened last quarter.
Merro was built to close that visibility gap — and put dollar amounts on every issue we find.
What We Find
Duplicate refunds
Same order refunded multiple times across channels
Shipping overcharges
Carrier billing errors you've been paying without knowing
Return fraud
Serial returners exploiting your policy at scale
Policy violations
Refunds approved outside your stated rules
Average brands discover $45,000/year in combined leakage across these four areas.
What Makes Merro Different
Read-only by design
We connect to your platforms with read-only access. Zero operational risk, revoke anytime.
AI analyzes 100%, humans verify
AI scans every ticket, shipment, and return. Human experts verify the high-impact findings.
Revenue-linked findings
Every issue comes with specific order IDs, dollar amounts, and agent attribution. Not generic advice.
Money-back guarantee
If we find less than $15K in leakage, you pay nothing. We've only had this happen 6% of the time.
Who Merro Is For
Merro works best for founder-led Shopify brands ($2M-$50M) that:
- Process refunds, returns, and shipping claims at scale
- Have 3+ support agents or multiple fulfillment partners
- Want visibility into operational losses without adding management overhead
- Care about protecting margins as they grow past $2M/year
Merro is not:
- A helpdesk, ticketing system, or QA sampling tool
- A shipping platform or returns management software
- A BPO, outsourcing firm, or staffing agency
- A generic consulting firm with vague recommendations
Our Philosophy
Your support, shipping, and returns operations aren't just cost centers. They're financial control surfaces where small gaps compound into $3K-$15K/month in silent losses.
We help founders see — and fix — these losses with data, not opinions.
Ready to see what you're losing?
Start with a free leakage scan. We'll analyze your last 90 days and show you where the money is going. Takes 60 seconds to connect.
No credit card required. Results in 72 hours. Read-only access.