Topic evidence page

LLM source mapping / third-party inclusion

Source-backed creator statements and evidence excerpts related to LLM source mapping / third-party inclusion.

1public insight cards
1source records
1creators

Top Creators

Public Insight Cards

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

Businesses should catalog websites that LLMs reference when making recommendations and work to be included in as many relevant sources as possible.

@@tjrobertson52 · asserts

e best choice. This does not seem to be working in Gemini or AI mode. Also, just calling yourself the best on your own website or spamming top 10 companies in industry lists to any website listing yourself as the best easily fools ChatGPT into recommending you. Now even though these tactics are annoyingly effective right now, I'm not recommending most of...

Open

Related Source Records

Your Google SEO won't work in ChatGPT. New study shows only 12% overlap between rankings! Her...

@@tjrobertson52 · 2025-07-05

Let's talk about the differences between ranking in ChatGPT versus ranking in Google. A lot of SEOs are still saying that it's pretty much the same thing because when you ask a question to one of these large language models, they're still using a search engine to find the answer. However, profound, which is the leading AI optimization tool right now just...

Open

Evidence Passages

Let's talk about the differences between ranking in ChatGPT versus ranking in Google. A lot of SEOs are still saying that it's pretty much the same thing because when you ask a question to one of these large language models, they're still using a search engine to find the answer. However, profound, which is the leading AI optimization tool right now just put out a study that definitively shows this is not true. They ran hundreds of searches on both ChatGPT and Google and they compared the top 20 ranking sites on...
e best choice. This does not seem to be working in Gemini or AI mode. Also, just calling yourself the best on your own website or spamming top 10 companies in industry lists to any website listing yourself as the best easily fools ChatGPT into recommending you. Now even though these tactics are annoyingly effective right now, I'm not recommending most of my clients do them. It just feels unsustainable to me. These tactics continue to work. ChatGPT's recommendations are just gonna get worse and worse and Gemini i...