By Steve Merrill, Founder of WRKNG Digital | September 10, 2026
People ask ChatGPT what to buy now. GEO, generative engine optimization, is how you get named in the answer. It's not the old SEO playbook. It rewards clear facts a model can trust.
Here are six tactics that actually move whether ChatGPT mentions your Shopify products.
What is GEO for Shopify stores?
GEO is optimizing your store so AI assistants mention and recommend it in their answers, instead of just ranking a link. See OpenAI's notes on shopping in ChatGPT. Here are six tactics that work.
1. Answer the buying question on the page
Write the exact answer to "what's the best X for Y" into your content. Models quote pages that answer the question directly.
Vague copy gives ChatGPT nothing to lift.
2. Fill your Product schema with real values
Complete Product schema gives ChatGPT machine-readable facts to trust. Validate it so nothing is blank.
Empty schema is invisible to the model.
3. Get named in sources ChatGPT reads
Mentions on reputable sites and roundups give the model corroboration. It trusts a product multiple sources name.
Earn honest mentions, not spam.
4. Keep price and availability current
ChatGPT favors products it can confirm are buyable at a real price. Stale data drops you from the answer.
Sync your data to live inventory and pricing.
5. Structure reviews as data
Ratings it can parse lower the risk of recommending you. Social proof only counts if the model can read it.
Mark up real ratings tied to the product.
6. Keep facts consistent everywhere
Your page, feed, and outside mentions should agree. Conflicting facts make ChatGPT discount you.
Align everything to the Google Merchant product data specification. A WRKNG audit shows where your facts disagree.
Further reading
- OpenAI on shopping in ChatGPT
- Schema.org Product reference
- Google Merchant product data specification
Frequently Asked Questions
What is GEO and how is it different from SEO?
GEO, generative engine optimization, is optimizing so AI assistants mention and recommend your store in their answers, not just rank a link. It rewards machine-readable facts and direct on-page answers a model can trust, rather than links and keyword rankings alone.
How do I get my products mentioned in ChatGPT?
Answer the buying question directly on the page, fill your Product schema with real values, earn mentions in sources ChatGPT reads, keep price and availability current, structure your reviews as data, and keep facts consistent across page, feed, and outside mentions.
Does GEO require structured data?
Yes, effectively. Complete Product schema gives ChatGPT machine-readable facts to trust, and structured reviews lower the risk of recommending you. Empty or missing schema is invisible to the model, so it favors products whose data it can actually read.
Why do consistent facts matter for GEO?
Because ChatGPT cross-checks your page, feed, and outside mentions. When they conflict, it can't tell which fact to believe, so it discounts your product. Aligning everything to the Google Merchant product data specification keeps your facts trustworthy.
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.
