The list said Instant noodles tom yum 10 pack
Found: tom yum instant noodles, pack of 5
A shopping list goes in as Excel, CSV, a PDF with text, or typed lines. A Villa cart comes out, matched to the branch's stock. A line it is not sure about is held for the shopper to answer. It is never guessed.
The live site makes carts in Villa's test system. No real order is placed.
Each bar in the picture is one line of a real 179-line order form, run on the live site on 12 Nov.
Drag the picture to turn it.
What happened to a real 179-line order, how much faster it got this morning, and what the tool does when it is not sure.
Light first, one tap to dark, then a typed 8-line list becomes a test cart: 6 lines ready, 2 held, 7 in the cart after one answer. The second recording sends a made-up 29-line order form as a file.
This is what makes it safe on a real order. Try it: answer a line and it moves into the cart.
INTERACTIVE EXAMPLE Lines from the recording. Nothing is sent to the live site.
The list said Instant noodles tom yum 10 pack
Found: tom yum instant noodles, pack of 5
The list said น้ำตาลทราย 1 kg
Found: refined sugar, 1 kg
The list said Greek yogurt plain 4 cup
Found: plain Greek yogurt, pack of 4
The list said Red apples 1 kg
Found: an apple-flavoured soda
A crew customer's 21-tab order form, run on the live site on 12 Nov. Every square is one line. The customer's file and text are not shown.
This morning's update made the same order 2.5× faster. Only numbers we measured are shown. Nobody has timed the same order typed by hand, so there is no by-hand figure here.
faster from Send to cart. The product-matching step alone went from 245.9 s to 93.6 s. Same result both times: 29 lines read, 21 matched at once, 8 held.
Method: one timed run on each version of the live site on the morning of 13 Nov. The same made-up 29-line order form, the same branch, a scripted browser that clicks Send and stops the clock when the test cart total appears. Each run uses paid product searches, so it was run once per version, not five times.
The check step, this morning and now, in light and in dark. It went onto the live site at 09:28 today.




Test carts only. No real order is placed.