What AI shopping agents ask in your category, and what we check
Shopping agents compare products on the details shoppers care about. Those details differ by category: size and fabric for clothing, compatibility and warranty for electronics. Pick your category to see the questions an agent needs your product page to answer, the checks that matter most and the simulator scenarios that fit.
Fashion and apparel
In clothing, footwear and accessories the decision turns on size, fabric, stock in the chosen size and how returns work. An agent can only compare what your product page states in a form it can read.
Expected for: size / dimensions, material / ingredients, care, warranty, returns, delivery time, stock / variants
Beauty and cosmetics
Shoppers ask agents for products by skin type, ingredient, volume and rating. Agents need the exact product (brand, line, volume), what is in it, and reviews they can read.
Expected for: size / dimensions, material / ingredients, returns, delivery time, stock / variants
Electronics
In electronics, shoppers ask agents for a specific model or for something that works with what they already own. The agent must identify the exact model, confirm compatibility and quote warranty, price and stock.
Expected for: size / dimensions, compatibility, warranty, returns, delivery time, stock / variants
Home and living
Furniture, textiles and homeware are bought by measurement and material, and delivery matters more than usual: large items often have their own delivery times and costs.
Expected for: size / dimensions, material / ingredients, care, warranty, returns, delivery time, stock / variants
Food and grocery
Grocery shopping is a basket of many items with stock that changes daily, delivery slots and regions. An agent needs to know what is in stock, what each item costs including taxes, and where and when you deliver.
Expected for: size / dimensions, material / ingredients, care, compatibility, warranty, returns, delivery time, stock / variants
These pages contain no category statistics. We will only publish a figure once we have measured enough stores in a category ourselves, with the sample size and date.