Ask ChatGPT for "the best eco-friendly water bottle" and it names three brands. If yours isn't one of them, that's lost revenue you never even saw in analytics. LLM SEO is how you get named.
What is LLM SEO?
LLM SEO is the practice of structuring your content and brand signals so large language models — ChatGPT, Gemini, Perplexity, Claude — understand, trust, and recommend your store in their answers. It's the store-owner's version of showing up in AI, and it overlaps heavily with AEO and GEO.
How LLMs choose which brands to name
Models don't rank pages the way Google does. They assemble answers from what they've read and can verify. In practice that favors brands with clear structured data, consistent naming, real reviews and third-party mentions, and content written in plain, extractable language. Ambiguity is the enemy — if a model can't tell exactly what you sell and who you are, it defaults to the brands it can.
7 things that make your store quotable
- Product and FAQ schema on every key page.
- Consistent brand and product naming across the store and the web.
- Real reviews and ratings visible and marked up.
- Direct answers to buying questions, in the first two sentences.
- Third-party mentions — press, roundups, and communities that reference your brand.
- Clear category and comparison content so the model can place you.
- Fresh, accurate specifics — prices, materials, use cases, updated regularly.
Product and collection tweaks that help
On Shopify, start where buyers convert: your top PDPs and collections. Lead the description with the answer to the main buying question, add an FAQ block, mark it up with schema, and make sure the brand name appears in a natural, consistent way. These same tweaks lift your Google presence too — there's no trade-off.
How to check if ChatGPT already knows your brand
Run the test yourself: ask ChatGPT, Gemini, and Perplexity the exact questions your buyers ask ("best [category] for [use case]"). Note whether you're named, mis-described, or absent. That five-minute test is your baseline — and usually the wake-up call.
The compounding payoff
Being cited by AI compounds like organic rankings: it builds slowly, then sends buyers on autopilot. If you want a read on where your store stands with the models today, book a free SEO + AI-visibility audit. See also our complete AEO guide for eCommerce.
Want to get your store cited by AI search?
Our ecommerce SEO services now cover AEO and GEO — so you rank in Google and get recommended by ChatGPT, Gemini, and AI Overviews. Strategy, execution, and reporting tied to revenue.
See our SEO, AEO & GEO services