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.
The use case for chat interfaces would be as follows:
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.
Chat bots don't belong to an e-commerce site; chat bots belong on the outside, specifically to comparison-shop and pull in some external information to de-bullshitify offers, correct "mistakes" and "accidental omissions" in the listings, resolve the borderline-fraudlent crap companies play these days with store-specific and season/promotion-specific SKUs with different parameters all resolving to same model/make name (think Black Friday/Cyber Monday deals that are not actually deals, just inferior hardware with dedicated SKU).