I would assume the average purchase in Walmart is significantly more low-tech than this though

It's not even just that- with component selection you have a handful of datasheets that give you (ideally) fairly truthful information about the device. You can rather deterministically look at these and compare them.

Regular consumer products? Good fucking luck. Anywhere an LLM pulls from is probably going to be mostly SEO'd listicles.