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LLM recommendation pages

Source-backed creator statements and evidence excerpts related to LLM recommendation pages.

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@@tjrobertson52 · 1

Public Insight Cards

These are deterministic, source-backed cards from the offline export. They are not live AI answers.

LLMs often reference “best X” lists, comparison articles, alternatives pages, and FAQ pages when making recommendations or answering brand/product questions.

@@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. Now for some prompts in some industries, it's mostly going to look at thir...

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Related Source Records

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

@@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. Now for some prompts in some industries, it's mostly going to look at thir...

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Evidence Passages

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 you...

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...