The Shopify Ops Audit: How to Find and Fix Your Biggest Ops Problems
Most Shopify founders know their ops aren't working — they just don't know exactly where the problems are. An ops audit gives you the data to prioritize the highest-leverage fixes. Here is how to do one.
Step-by-Step Guide
1Audit your ticket volume by category
Pull your last 30 days of support tickets and categorize every ticket by type: WISMO, return request, refund request, product question, shipping damage, subscription issue, complaint, other. The distribution tells you where to focus first.
2Measure your response times
Calculate your average first response time over the past 30 days. Segment by day of week (are weekends much slower?) and by channel (email vs. DM). Gaps in response time coverage are usually immediately visible.
3Calculate your return rate by SKU
Divide returns by orders for each SKU over the past 90 days. High-return SKUs signal specific problems: size issues, description mismatches, quality problems. Address the root cause, not just the symptom.
4Review your CSAT if you're measuring it
If you're sending post-resolution CSAT surveys, review your score by agent, by ticket type, and by channel. Low CSAT on specific ticket types reveals training or policy gaps. Low CSAT on a specific channel reveals coverage problems.
5Assess your chargeback rate
Pull your chargeback data from your payment processor. Calculate your chargeback rate as a percentage of orders. Above 0.3% requires investigation. Above 0.9% is urgent — payment processor relationships are at risk.
6Identify your three highest-leverage improvements
After auditing, you will have data on: which ticket types drive the most volume, where response times are slowest, which products generate the most returns, and where chargebacks are highest. Prioritize the top three improvements by impact and begin fixing them systematically.
Frequently Asked Questions
How often should I audit my Shopify ops?
A full ops audit quarterly is sufficient for most brands. Monthly review of key metrics (FRT, CSAT, return rate, chargeback rate) catches emerging issues before they require a full audit.
What if I don't have enough data to audit?
If you don't have 30 days of ticket data, you don't have enough history to audit properly. Switch to a helpdesk immediately to start accumulating data. In the meantime, manually review your last 50 tickets to identify patterns.
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