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AI prompt/source research

Source-backed creator statements and evidence excerpts related to AI prompt/source research.

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1source records
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Public Insight Cards

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

For AI visibility, prompt research currently requires guessing likely prompts, running them through LLMs, identifying cited/referring sources, and getting clients mentioned there or creating better sources.

@@tjrobertson52 · asserts

People like me wanna know what you're typing into ChatGPT. In fact, you wanna know it so badly that there's now a multi million dollar industry around collecting this prompt data. So I wanna talk about why this data is so valuable, why it's so hard to get, and what it can mean for the future. Every month, more and more people are using large language mode...

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Related Source Records

Your ChatGPT prompts = $$$. Companies are paying millions to know what you're typing. Here's...

@@tjrobertson52 · 2025-08-14

People like me wanna know what you're typing into ChatGPT. In fact, you wanna know it so badly that there's now a multi million dollar industry around collecting this prompt data. So I wanna talk about why this data is so valuable, why it's so hard to get, and what it can mean for the future. Every month, more and more people are using large language mode...

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Evidence Passages

People like me wanna know what you're typing into ChatGPT. In fact, you wanna know it so badly that there's now a multi million dollar industry around collecting this prompt data. So I wanna talk about why this data is so valuable, why it's so hard to get, and what it can mean for the future. Every month, more and more people are using large language models to make big decisions. A lot of these decisions are purchase decisions. I think we're quickly entering a world where most purchase decisions are at least som...
search terms people type into search engines. And this is because Google shares that data. ChatGPT does not share that data. Now I think in the future, more and more of these AI searches are gonna be done in Google using Google's AI mode. And while Google does share that data, they currently only share searches that are performed many times. This is largely for privacy reasons. If a lot of people search for the same term, they can aggregate that data into a single data point. So you can't extract any personal in...