When I shop for special hardware (e.g. bicycle shift gear) it is usually underspecified.
If the information does not exist in the text block, a chat bot is of no use.
I dread the day when ads inevitably make their way into the main AI models. One of the things its currently good at will be destroyed.
Grandma wants to buy a good bike, but doesn't know about types of wheels or how many gears they need, or what type of frame is appropriate for their body type.
LLMs are already very good for shopping, but only as long as they sit on the outside.
That doesn't follow. In fact, having this capacity and information creates a moral dilemma, as giving customers objectively correct advice is, especially in highly competitive markets, bad for business. Ignorance is bliss for businesses, because this lets them bullshit people through marketing with less guilt, and if there's one thing any business knows, is that marketing has better ROI than product/service quality anyway.
Company makes a chatbot that sells their product and advises customers on what to buy.
To be fair with you, you are not asking the wrong questions and you are on to something, it's just that it's basic if you are into sales. Read up on the subject, a source I would recommend, although obscure, is Claude Whitacre. I believe in "Sales Prospecting" he talks about this specific dilemma of giving good advice vs selling your product. He argues that a good salesman will give good advice over selling their own product, and that this is beneficial because it creates trust in the salesman and might result in more sales down the line even if the very specific interaction didn't result in a sale.
I found the Jonsbo D41 without the help of LLM despite trying. (There might be a few smaller but they are 3x the price)
LLMs don’t weigh and surveil the options well. They find some texts like from Reddit in this case that mention a bunch subset of cases and that text will heavily shape the answer. Which is not what you want a commerce agent to do, you don’t want text prediction. I doubt that gives the obscure but optimal option in most cases.