I had the opposite, but it was for a SSD for a raspberry pi 5. I asked it to look online for good price. It found a place, and I ordered it. It was not a well known site like Walmart, but I got what I needed.
Assuming you visited this "not a well known site" directly, you did not use the "ChatGPT checkout" feature discussed in TFA