Topic evidence page

AI visibility vulnerability

Source-backed creator statements and evidence excerpts related to AI visibility vulnerability.

1public insight cards
1source records
1creators

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Public Insight Cards

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

The creator claims ChatGPT search is easier to game than Google/Gemini because its search tool is less sophisticated.

@@tjrobertson52 · asserts

nd most. Let me tell you what I think it's best at. We primarily use ChatGPT to retrieve information. So for writing a blog post, we'll typically do deep research with ChatGPT to collect a bunch of data points and quotes and statistics around the topic. Or just yesterday, we gave it a list of 100 domains and asked it which of those domains was a directory...

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Related Source Records

Tested ChatGPT 5.1 so you don't have to. Plot twist: you need all 3 AI models for work. Here'...

@@tjrobertson52 · 2025-11-14

ChatGPT 5.1 is out, so I figured we'd talk about it and then I'll tell you what model I actually think you should use for work. In short, 5.1 seems to be doing all the things that they told us 5.0 would do. It's supposed to be better at knowing how long to think for responding and then they also give you more control over the personality of the model. I t...

Open

Evidence Passages

ChatGPT 5.1 is out, so I figured we'd talk about it and then I'll tell you what model I actually think you should use for work. In short, 5.1 seems to be doing all the things that they told us 5.0 would do. It's supposed to be better at knowing how long to think for responding and then they also give you more control over the personality of the model. I think what's really clear is that OpenAI is very much focused on the consumer. They want ChatGPT to be your go to everyday model for common questions and I think...
nd most. Let me tell you what I think it's best at. We primarily use ChatGPT to retrieve information. So for writing a blog post, we'll typically do deep research with ChatGPT to collect a bunch of data points and quotes and statistics around the topic. Or just yesterday, we gave it a list of 100 domains and asked it which of those domains was a directory that we might want to submit our client to. Anytime you need a model to agentically search across the internet for specific details, I think ChatGPT does the b...