Industry playbooks · 2 min
AI for shops and online retail: the honest playbook.
Retail admin is the same eleven questions, listings that take longer to write than products take to source, and an inbox that peaks exactly when you're busiest. Machines like exactly that shape.
Industry playbooks · Updated 24 September 2026
The retail admin week, typically
Your inbox is full of 'where's my order' and 'do you have this in blue'. Each question needs someone to check and type what the system already knows. New stock is unlisted because writing titles, descriptions, and variants takes time. Reviews come in on three platforms but never get a reply. Social posts happen when there's time, but there never is. December makes everything worse just when it matters most.
The three highest-value AI jobs
The customer-question layer
An assistant grounded in your stock, delivery times and returns policy that answers 'is it in stock', 'when will it arrive', 'can I return this' — instantly, accurately, at 11pm — and passes the genuinely odd ones to you. In retail this is usually the single biggest hour-count.
Listings at production speed
Photos and a few facts in, a clean listing in your shop's voice out, for your approval. Ten listings from an afternoon's job to twenty minutes of approving — which means new stock actually goes online the week it arrives.
Reviews and the repeating socials
Same-day drafted review replies in your voice, and the week's posts drafted from what's new and what's on offer. Members get this drafting monthly from £24.95, which is the cheap way to discover whether it moves anything.
What NOT to automate
Taste. Buying decisions, curation, the point of view that makes your shop yours
The machine can describe your stock; it must not choose it.
The angry-parcel conversation
A refund dispute or a damaged delivery wants a human's discretion; templates escalate what empathy would have closed.
Anything you'd call the shop's voice at its most personal
The handwritten-note layer of the experience. Automate the warehouse questions so you have more time for exactly that.
What it costs, honestly
If you're using a mainstream platform, check its built-in features first. It may already offer free order-status emails and basic FAQs. Our fitted assistant uses your stock, policies, and voice, and connects directly to your platform. It's priced per job and scales with volume. Describe your shop to me in the chat, and I'll give you an honest estimate. The free score below looks at your shop like a hesitant stranger would. If it shows your basics are leaking more than your inbox, you'll find out. Fixing the basics is more important than choosing the right tool.
Free tool · runs right here
Free Business Score
See how your business looks online — findability, website health, reviews and more — with the few fixes worth doing first.
No sign-up · instant · it’s me that runs it — the same tool, live on this site.
How your shop looks to a stranger deciding whether to buy — scored honestly, fixes ranked.
Score my shop free →Prefer to just ask? Chat with Katalis · More from the blog