Item specifics: the unglamorous AI win that sells more

Item specifics are the boxes nobody enjoys filling in — brand, model, colour, size, connectivity, era. They're also what powers the filters down the left-hand side of eBay search. If a buyer ticks "Brand: Sony" and your listing leaves Brand blank, you've vanished from that search.

Specifics are structured facts, and pulling structured facts out of messy notes is exactly what language models do well. Give it your notes, a photo of the label or the back of the box, and the category, and ask it to fill the specifics as "Name: value" lines — only from what it can see or read.

Blank beats wrong. A missing specific costs you a little visibility. A wrong one — the wrong model number, the wrong size, "Original" when it's a reproduction — costs you a return, and maybe feedback. So:

• Tell the AI to leave a value out if it isn't sure
• Ask it to mark anything it inferred rather than read
• Check every value against the item before you save

Keep a note of which specifics matter most in your categories. For cameras it's brand, model, lens mount and format. For clothing it's size, size type, colour and material. Put that list in your prompt and the AI will prioritise the fields that actually move sales.

If you sell in a niche and you've worked out which specifics buyers filter on, share it in the Listing clinic — that's exactly the kind of answer that ends up in the knowledge library. #specifics #listing