In one sentence
A shopper question is what a shopper asks an AI assistant right before they buy, like "best trail running shoes for wide feet", and the brands named in the answer make their shortlist.
What makes a question a shopper question
A shopper question has two parts: a product category and a need. "Best trail running shoes for wide feet." "Quietest coffee grinder under $200." "Sunscreen that won't sting sensitive skin." The shopper already knows what they want to buy. They're deciding who to buy it from.
Compare that with a learning question, like "how do trail running shoes differ from road shoes." Useful, but the shopper isn't choosing a brand yet.
Shopper questions vs. keywords: what changes with AI search
Examples of shopper questions by category
- Footwear: "Most comfortable work boots for standing all day"
- Coffee: "Best espresso machine for a small kitchen"
- Pet: "Grain-free dog food for a senior dog with a sensitive stomach"
- Skincare: "Moisturizer for oily skin that won't cause breakouts"
- Outdoor: "Lightweight tent for two people that packs small"
How to find the shopper questions your shoppers ask
- Read your support inbox, live chat logs and product reviews. Shoppers tell you what they were trying to solve.
- Check your store's site search for what people type.
- Look at forum threads and "People also ask" boxes for your category.
- Ask AI assistants those questions and note which brands they name.
Shopper question FAQs
How is a shopper question different from a long-tail keyword?
They overlap. A long-tail query is a specific search phrase. A shopper question is the full sentence a shopper asks when they're ready to choose, and AI answers it with brand names instead of links.
How many shopper questions should I track?
Start with the questions tied to your best sellers. Add more as you find them in your inbox, reviews and site search. A short list you check often beats a long one you never look at.
Do different AI assistants answer the same shopper question differently?
Yes. ChatGPT, Claude, Gemini and Perplexity read different sources and can name different brands for the same question. Check each one.
About the author
Jenn Starr, Co-founder, Selix
Jenn has spent 20+ years helping SaaS startups build their marketing and implementation playbooks. She has bootstrapped three marketing agencies and is a 500 Startups alum. At Selix, she leads the work of getting ecommerce brands named in AI answers.
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