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LLM Recommendation Pages

Source-backed creator statements and evidence excerpts related to LLM Recommendation Pages.

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What does LLM Recommendation Pages mean in this evidence set?

Source-backed creator statements and evidence excerpts related to LLM Recommendation Pages.

What do creators repeatedly say about LLM Recommendation Pages?

LLMs may reference best-of lists, comparison articles, alternatives pages, and FAQs when making recommendations.

What should an SEO or AI visibility operator inspect first?

LLMs may reference best-of lists, comparison articles, alternatives pages, and FAQs when making recommendations.

How strong is the public evidence?

This topic currently has 1 source records, 1 public insight cards, and 1 creators in the public Base2026 export.

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Public Insight Cards

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LLMs may reference best-of lists, comparison articles, alternatives pages, and FAQs when making recommendations.

@tjrobertson52 · asserts

Let's talk about the kind of pages you should be building on your website if you want to get recommended by large language models like ChatGPT. So when someone goes to one of these large language models and asks for a recommendation, it's almost always going to search the internet...

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Related Source Records

ChatGPT recommends businesses based on 3 page types. Here's what you need on your site to...

@tjrobertson52 · 2025-08-13

Let's talk about the kind of pages you should be building on your website if you want to get recommended by large language models like ChatGPT. So when someone goes to one of these large language models and asks for a recommendation, it's almost always going to search the internet...

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Evidence Passages

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Let's talk about the kind of pages you should be building on your website if you want to get recommended by large language models like ChatGPT. So when someone goes to one of these large language models and asks for a recommendation, it's almost always going to search the internet.

Now for some prompts in some industries, it's mostly going to look at third party websites. A lot of times it's gonna reference content on your site or your competitor's site, so if you have the kind of content it's looking for on your website, you can significantly improve your chances of being recommended.

So if someone goes to ChatGPT and they just ask for the best service or the best products that you offer, ChatGPT will often reference top 10 lists or top 20 lists. So somewhere on your website for each product or service you offer, you want to have the best X lists, where X is the product or service, and of course you're gonna list yourself No.

1 and then put some other competitors behind that. Or if you wanna be kind of tricky about it, you can list people who aren't really your competitors...

competitor. If you're already well known in your industry, these can be you versus competitor.

If you're lesser known, then this can be competitor alternatives where you list yourself as the No. 1 alternative.

You can also do similar article comparing your own products to other products that you carry or comparing different options for one of your services. Large language models love these comparison articles and they cite them a lot.

And finally, if someone is going to ChatGPT and asking specifically about your brand, FAQ pages rank really well. So you should have one giant FAQ page about your company and then one for each of your services.

Now, because there's so many ways to subdivide your services and target different demographics or areas or competitors, it's likely you'll want to create dozens or even hundreds of pages. And it's important that each of these pages is actually unique, helpful, and high quality.

And that's why the first thing we do for every client is set up a brand ambassador and a workflow that can create these pages the way that you would write them yourself?