Shoppers ask AI where to buy. Does it send them to you?

AEO for retail and e-commerce means getting your store and products recommended when shoppers ask AI what to buy and where to buy it. AI shopping answers draw on product data, reviews and store policies, so retailers with clear, structured product and policy information win the recommendation.

Get your retail & e-commerce Answer Share report

Illustrative · fictional brands

Prompt

Where can I buy a good ergonomic office chair online with free returns?

AI answer

  1. 1.Loftline Home30-day free returns, showroom
  2. 2.Bramwell Directwidest range
  3. 3.Kitelybudget options
source · review sitesource · forumsource · store page

What shoppers ask AI

“Best place to buy [product] online in [country]”

Store recommendations decide traffic.

“Which store has [product] in stock?”

Availability questions favour clear product data.

“What is [store]'s return policy?”

Policy clarity decides trust.

“Is [store] legit?”

Trust checks draw on reviews and forums.

“Cheapest [product] with fast delivery”

Price and delivery comparisons.

“Gift ideas under [budget]”

Occasion questions bring new customers.

What AI weighs in retail & e-commerce

  • Structured product pages and data
  • Ratings and reviews
  • Delivery, returns and warranty policies
  • Marketplace listings
  • Deal and comparison content

Where brands lose the answer

Thin product pages

No detail, no recommendation.

Hidden policies

AI skips stores it can't vouch for.

Marketplaces outranking you

Your products, their citation.

Inconsistent prices across channels

Confuses AI and shoppers alike.

What we measure

  • Answer Share by category and intent
  • Own store versus marketplace citations
  • Accuracy of prices and policies
  • Competitors named instead

Questions about AEO for retail & e-commerce

What is AEO for retail & e-commerce?

AEO for retail and e-commerce means getting your store and products recommended when shoppers ask AI what to buy and where to buy it.

How is AEO different from SEO for retail & e-commerce?

SEO earns a place in search results. AEO earns a place in the answer AI gives, which usually names only three or four options. Both matter; AEO measures whether you're named, how you're described and who is recommended instead.

How do you measure results?

With Answer Share: the percentage of your buyers' real questions in which AI names you, tracked across ChatGPT, Gemini, Perplexity and Copilot against the same question set.

Which markets do you work in?

Any. We test the questions your customers ask in the markets and languages you sell to, wherever they are.

See where you stand when shoppers ask AI.

Your free Answer Share report shows where you're named, how you're described and who is recommended instead.

Get your retail & e-commerce Answer Share report