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The founder of a UK accessories brand used Shopify's Sidekick assistant to forecast inventory from last year's Q4 sales and says it saved hours of work.
Ahead of the Black Friday period, the founder asked Sidekick to forecast inventory needs from the previous year's Q4 sales velocity.
The founder says it was useful for work that would otherwise have taken hours. No figures were given.
This is a merchant testimonial inside a Shopify article, with no numbers and no independent check. A forecast from one year of sales ignores new products, ad spend and supplier lead times, so treat it as a starting point and check it against your own plans.
Paste into ChatGPT, Claude or another AI assistant and fill in the square brackets.
Here is last year's sales by product for [period] from [shop platform]. Forecast how much stock of each product I need for [peak period], assuming [growth assumption] and a supplier lead time of [number] weeks. List your assumptions and flag products where the data is thin. Show me the table and assumptions before I place any order.
Source: Shopify · Nov 5, 2025. Summarised in our own words; read the original for the full account.
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