GEO and AEO for online stores: what changes from SEO
Short answer: GEO (generative engine optimization) is getting your brand and products named inside AI-written answers; AEO (answer engine optimization) is structuring content so engines can lift a direct answer from it. For a store, both come down to crawlable pages, complete product data, structured data, question-and-answer content and mentions on sites that assistants cite.
Three terms, one goal
| Term | Goal | Where you win |
|---|---|---|
| SEO | Rank high in a list of links. | Search results pages. |
| AEO | Be the direct answer to a question. | Featured snippets, voice assistants, AI overviews. |
| GEO | Be named and cited in AI-written answers. | ChatGPT, Gemini, Perplexity, Copilot, Google AI Mode. |
They overlap. A page that ranks well, answers clearly and is trusted by other sites tends to do well in all three.
What stays the same
- Crawlers must be able to reach and read your pages.
- Fast, mobile-friendly pages with clear headings.
- Original content that helps people decide.
- Trust signals: real contact details, policies, reviews and HTTPS.
What changes for stores
- Product data becomes content. Assistants compare products on facts. A missing brand, barcode or price can remove you from the comparison.
- Answers are written for one question at a time. Long-tail questions ("for wide feet", "under $150", "vegan leather") decide who gets named.
- Citations matter more than rank. Assistants quote a few sources. Being mentioned on those sources can matter as much as your own pages.
- Success is measured as share of answers, not position: out of the questions your customers ask, how often are you named?
A GEO and AEO routine for a WooCommerce store
- List 10–20 real customer questions (from emails, reviews and search terms).
- Make sure each question is answered plainly somewhere on your site: a product page, a category page or an FAQ, with the short answer first.
- Complete product data and keep Product structured data on product pages.
- Allow AI search crawlers in
robots.txt. - Find the sites assistants cite for your questions and get listed or reviewed there.
- Track your share of answers weekly in ChatGPT, Gemini and Perplexity.
CitedShelf covers steps 3 and 6 inside WordPress and shows the cited sites for step 5. Start with the ChatGPT guide or the product data checklist.
Frequently asked questions
Is GEO replacing SEO?
No. Most AI assistants rely on search indexes and the web pages they find, so good SEO is still the foundation. GEO adds the work of being named and cited inside the answer.
What is a share of AI answers?
The percentage of AI answers to your tracked customer questions that mention your store, brand or products. It is the GEO equivalent of search ranking.
Does an llms.txt file help?
An llms.txt file is a plain-text summary of your site for AI tools. It is a proposed convention, not a standard, and it is cheap to add, but it does not replace crawlable pages and good product data.
Check your whole catalog in minutes
CitedShelf is a free WooCommerce plugin that scores every product, tracks your share of AI answers in ChatGPT, Gemini and Perplexity, and fixes weak product data with one click.