By Steve Merrill, Founder of WRKNG Digital | September 3, 2026
Before a shopper buys, they ask an assistant. If your page already answers the question, the assistant quotes you. If it doesn't, it quotes someone else. Here are seven questions to answer first.
What questions do shoppers ask AI before buying?
Mostly practical ones about fit, value, and risk. These seven come up constantly, and the store that answers them on the page is the one the assistant repeats.
1. Is this good for my specific use?
Shoppers ask if a product fits their exact situation, not the generic one. "Is this jacket warm enough for skiing?"
Answer the use case directly on the page so the assistant can match it.
2. How does it compare to the alternatives?
They ask how you stack up against similar products. If your page never says what makes you different, the assistant guesses or picks a clearer competitor.
State your difference plainly, in facts a model can quote.
3. Will it fit or run true to size?
Fit questions drive both purchases and returns. "Does this run small?" is one of the most common pre-buy prompts.
Give explicit sizing guidance so the assistant answers with your words, not a guess.
4. Is it worth the price?
Shoppers ask whether the price is justified. With no value explanation, the assistant compares you on price alone.
Explain what the price buys so a premium makes sense to a machine.
5. Is it in stock and how fast can I get it?
They ask about availability and shipping before committing. A page that hides this makes the assistant hedge.
State availability and shipping speed in readable terms.
6. What do other buyers say?
Shoppers ask for the consensus. An assistant reaches for reviews and outside mentions to answer, so thin proof leaves it with nothing.
Surface real reviews so the assistant can summarize genuine feedback.
7. What's the return policy if it's wrong?
Risk questions matter at the moment of purchase. A clear return policy lowers the perceived risk the assistant reports.
State returns plainly so the assistant can reassure the buyer with your terms.
Further reading
Frequently Asked Questions
What questions do shoppers ask AI before buying?
They ask practical questions about use case, comparison, fit, value, availability, reviews, and returns. The store that answers these directly on the page is the one an assistant quotes when a shopper asks.
How do I get AI to answer buyer questions with my content?
Answer the specific questions on your page in plain, quotable text, ideally as question-style headings with direct first-sentence answers. When your page already answers the prompt, the assistant lifts your words instead of a competitor's.
Why does fit information matter for AI shopping?
Fit questions like whether a product runs small are among the most common pre-buy prompts, and they drive both purchases and returns. Explicit sizing guidance lets an assistant answer with your words rather than a guess.
Do reviews help answer pre-purchase AI questions?
Yes. When a shopper asks what other buyers say, an assistant reaches for reviews and outside mentions to answer, so surfacing real reviews gives it genuine feedback to summarize instead of nothing.
Want to know if AI assistants can actually find and recommend your store? Get a free AI-visibility read on your Shopify store at WRKNG Digital. We show you exactly what ChatGPT, Perplexity, and Google AI see when they look at your products.
