What AI does
The AI in your helpdesk reads each customer email with their Shopify order, drafts the reply — tracking, returns, delivery — and suggests any refund or cancellation. Your team approves every reply and action.
Practical AI for small and medium businesses
How an online store could save about $44,000 a year in staff time with AI
At a glance
The short version
What it costs
About $17,000 to set up and $675 a month to run with AI automation.
What it saves
Pays for itself in about 8 months, then about $43,650 a year in staff time, after running costs.
This is an illustrative example, not a past client project. It uses AI features the vendors document today and our cost model. Your own figures depend on your workload and costs.
What would it be worth for your team? Enter your team size and hours for a quick estimate.
Try the AI Savings and ROI calculatorStep by step
How AI helps
Today: An online store with $10m–$25m in annual sales and 3–6 support staff (some casual or outsourced), handling about 1,000 customer emails and messages a week. Most messages are repeat questions — where is my order, how do I return this, when will it arrive. Each means finding the order, checking the policy and typing a reply: about 7 minutes. Busy periods mean paying for extra support hours.
What AI does
- Zendesk’s auto assist reads the ticket and the customer’s Shopify order (status and tracking).
- It drafts a reply following your written procedures, such as sharing tracking or explaining the returns steps.
- For a cancellation or refund, it suggests the action; nothing happens until the agent approves it.
- Freshdesk’s Copilot suggests replies from your help articles; Shopify Inbox offers suggested replies in store chat for staff to review.
Your team still
- Check and approve every reply and order action.
- Handle complaints, damaged goods and anything unusual.
- Keep procedures, policies and help articles up to date.
Tools: Zendesk Copilot, Freshdesk Copilot or Shopify Inbox. We configure the helpdesk you already use. Fully automatic AI agents exist (for example Gorgias) but charge per resolution and reply without approval, so they need a different business case.
Two ways to do it
AI automation or an AI agent?
| AI automation | AI agent | |
|---|---|---|
| Tools | Zendesk Copilot, Freshdesk Copilot or Shopify Inbox | ChatGPT dots (new, pilot first) |
| Set-up cost | $17,000 | $10,000 |
| Running cost a month | $675 | $1,200 |
| Pays for itself in | about 8 months | about 7 months |
| Value of time saved each year after that | $43,650 | $33,210 |
Our view: Your helpdesk’s built-in AI is the stronger option today. Meta’s Muse connects directly to Shopify but is only available in the US and Canada.
AI automation
Pros
- Your helpdesk’s AI reads Shopify orders and suggests refunds for approval
- Lowest monthly running cost
- A well-established type of tool
Cons
- Some tools don’t cover live chat or phone
- Priced per support person in US dollars
- Independent research shows about 15% faster on average, so expect steady rather than dramatic gains
AI agent
Pros
- Cheaper to set up
- Works across Shopify, your inbox and other tools
- Meta’s Muse would connect directly to Shopify once it reaches Australia
Cons
- Needs about three agent seats at this volume
- Looking up orders through a browser is slower
- Meta’s Muse is not available in Australia yet
How an AI agent would do it
- The dot picks up each new customer email from the support inbox.
- It looks up the order in your Shopify admin through its browser and checks your policies file.
- It saves a draft reply with tracking or returns steps, and lists any refund or cancellation for a person to action.
Not sure which option suits your online store? We can help you choose and plan a pilot.
Request a consultationBefore you decide
If the saving is smaller
If AI saves 25% less time than we assume, AI automation pays for itself in about 10 months and saves about $30,712 a year. These figures value every hour saved at the hourly cost, because your team can put the time into other work, such as more clients or fewer extra hours.
What we check first
- Your helpdesk export: weekly message count and handling time.
- Which channels you use (email, chat, marketplaces).
- Written procedures for each common question.
- What your team will do with the time saved, such as more client work or fewer extra hours.
Not included: Automatic replies without approval, phone support and marketplace channels your helpdesk does not support.
Let's talk
Discuss AI for your online store
Tell us about your workflow, your team and the problem you want to solve. We serve Sydney businesses and work with organisations across Australia.