Blog · · Benatar Brands
How to get a Monday Shopify numbers note from an AI assistant
Most store owners can open Shopify Analytics. Fewer do it every Monday, and fewer still write down what changed. A Monday numbers note fixes that: Grok Bot reads last week's sales, traffic and stock from your connected Shopify store and leaves a short note in chat before you start the week.
The running example is hypothetical: a small online tea shop with about forty products and one person doing everything from packing to marketing.
What the assistant can actually read
With Shopify connected, Grok Bot can run read-only analytics queries against your store and list recent orders and inventory levels. The analytics queries use ShopifyQL, Shopify's own query language. Shopify's ShopifyQL documentation describes it as a way to ask a question about a store, like total sales last month, and get back a table, with schemas covering sales, orders, customers, marketing, inventory and payments.
The useful pieces for a weekly note are simple:
- Total sales and order count for a date range
- A comparison to the previous period, so the note says up or down
- Sales grouped by product, to see what moved
- Online store sessions and conversion rate
- Inventory sold and stock remaining
You do not need to write the queries. You describe the note you want, and the assistant builds and runs them.
Step 1: Connect the store and set the rule
Connect Shopify, then state the boundary in your first instruction: this routine reads only. The same connection can also change things in a store, such as editing a product or creating a discount. This workflow never needs to. Say so plainly: "Read the numbers. Do not change anything in the store."
Step 2: Name the five numbers
A note with twenty metrics is a report nobody reads. For the tea shop, five are enough:
- Total sales last week, compared to the week before
- Orders last week, compared to the week before
- Top five products by sales
- Online store sessions and conversion rate, compared to the week before
- Products running low
Pick your own five, but keep it to a number you can read in a minute.
Step 3: Get the stock line right
Stock is where a weekly note earns its keep, and where definitions matter. Shopify's inventory reports help page defines sell-through rate as items sold divided by items sold plus items still in inventory, and days of inventory remaining as ending quantity divided by average units sold per day, based on the last 28 days. A variant with no sales in the period shows N/A rather than a guess.
Two details from that page belong in your instructions. The sell-through report runs about two days behind, so a Monday note covers sales up to roughly Saturday. And products whose inventory is not tracked count as zero units sold for sell-through, so gift cards and digital products drop out of that line.
A practical rule for the tea shop: list any variant with under 14 days of inventory remaining, sorted by fewest days first. Choose your own threshold based on how long a reorder takes you.
Step 4: Add one caveat about traffic
Session numbers can shift for reasons that have nothing to do with your customers. Shopify's behaviour reports page notes a session measurement rollout from September 21 to 23, 2026, and says sessions, conversion rate and other session-based metrics might look different after it reaches a store without traffic or behavior having changed.
So tell the assistant: when a comparison spans a known measurement change, say so in the note instead of calling it a trend. Once both weeks being compared fall after that window, the comparison is like for like.
Step 5: Schedule it and shape the note
Grok Bot can run this as a scheduled routine, for example 7 am every Monday in your timezone. The note waits in chat and looks like this:
- Sales: last week's total and the change from the week before
- Orders: count and change
- What sold: top five products, one line each
- Traffic: sessions and conversion rate, with any measurement caveat
- Reorder soon: variants under your threshold, with days remaining
- One question: the single thing worth a closer look, such as a top product that dropped out of the top five
If a number cannot be read, the note should say which one and why, not fill the gap with an estimate.
Limits
The note reports what Shopify returns. It does not know why sales moved; a newsletter, a holiday or a stock-out can all look the same in a weekly total. It also does not see sales outside Shopify unless those channels feed into it. Treat the "one question" line as a prompt to look, not an answer.
If you want a broader Monday view that also covers competitors, pair this with a weekly competitor watch.
Setting up routines like this is part of our embedded AI partnership. If you want your first Monday note built on your own store, book a free session and we will pick the five numbers and the stock threshold with you.
Related service: embedded AI partnership.
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