Think inside your AI world.
Shopify through Unl
Shopify shows you what sold and what’s left. It can’t tell you what to reorder — that’s your rule about sell-through and margin, run over the catalogue.
Shopify through Unl reads your live store — products, variants, orders, inventory — against your reorder rule, returning a per-SKU verdict (reorder, hold, drop) with the margin and sell-through reasoning, not a stock list to interpret.
What Shopify holds
Shopify’s official MCP surface (Storefront, Customer-Accounts and Order servers, with community admin actions) exposes:
- Catalogue, product and variant detail
- Cart, policies and order status/details
- Admin: products, orders, customers, inventory
What the naked read gives you
A naked read gives you units sold and stock on hand per line. Correct, and silent on the actual question — because “is this one worth reordering?” depends on a margin rule Shopify doesn’t hold.
The frame judges the data it is given; it does not verify the source’s accuracy.
What changes when Shopify is read measured
Say your reorder rule has two parts, both required: more than 50 units sold in the last 30 days, and margin above 35% at the new supplier price.
“What do I reorder?” returns, measured, per SKU: the hoodie clears both tests — reorder; the tote sold well but drops to 31% margin at the new price, so it fails your margin rule — hold; the mug misses on volume — drop. Shopify gave the units and prices; your ratified rule turned them into a line-by-line decision with the reason on each.
And back again
If you renegotiate the tote’s cost and it clears 35% again, that new price is settled in Unl — and the next reorder read flips it to “reorder” without a manual recheck.
The answer comes back measured against what you already decided, and why.
The lane is live and open to this tool today: one box, paste anything. If it speaks MCP, Unl can reach it. Readings arrive unprompted, the data beside the criterion; Unl is a courier, not a warehouse, and keeps only your keys and the frame.
Read further
Questions people ask
Can AI tell me what to reorder in Shopify?
Reading Shopify alone gives you sell-through and stock, not the decision. Through Unl you ratify your reorder rule (say volume and margin thresholds at the new price, with the reasoning), and each SKU is measured against it — the answer is reorder, hold or drop per line, with the why.
How do I connect Shopify to Claude?
Shopify ships official MCP servers for storefront, orders and customer accounts. Through Unl the same catalogue and inventory arrive measured against your reorder rule, so stock reads as a set of verdicts rather than a report.
Does Unl change my Shopify inventory?
Unl reads through Shopify, and can write back on your explicit gesture — it never acts as a side effect of a read.
What if the new supplier price is not in Shopify yet?
Then the margin half of your rule cannot be tested, and no amount of sales volume completes it. Both parts are required: units sold Shopify can answer, margin at the new price it cannot, because that price lives wherever you agreed it and not in the store. The read tells you which half is unanswered rather than computing margin from the old cost and calling the rule met.
What this is
Think inside your AI world — you stay in command
Save the thoughts, decisions and targets worth keeping, each with its reasoning, carried into every AI session the moment they matter. A new unit of exchange between you and your AI: the Settled Why with standing that travels. Unprompted.
Your whole AI world. What you decided at the epicentre. It plugs into Claude, Claude Code, ChatGPT and Cursor as an MCP connector — quick to connect, in a couple of steps.
MCP native·Human settled·Model agnostic·Your data
Measured Context
Connect Unl to bring the right information into the moment.
Your sources, read against the criteria you set.
The full product, open. Free at launch.