ChatGPT
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Guides mentioning ChatGPT
ChatGPT Ads Reviewed: What Advertisers and Users Actually Report
We read every published ChatGPT ads test we could find. Most are too small to prove anything, a few of the numbers do not reconcile, and the click-through gap versus search is about 7x. Sources and unknowns included.
ChatGPT vs Perplexity: The Comparison Everyone Gets Wrong
Perplexity searches on every query. ChatGPT searches when it decides to. Almost every published comparison reports that defaults difference as an accuracy difference.
llms.txt: What It Is, and Why Nobody Is Reading Yours
The usual proof that llms.txt works is that Anthropic and OpenAI publish one. That argument runs the wrong way round, and the distinction matters.
Best AI SEO Tools in 2026
Two tools at the same headline price can differ by several hundred dollars a month once you need AI visibility tracking. That line item decides more than the feature lists do.
GEO vs SEO: What the Data Says, and Where It Contradicts Itself
The headline statistics in this debate contradict each other, and most articles pick whichever one supports their conclusion. Here is how to read them.
How to Get Cited by ChatGPT: What the Data Actually Shows
Most GEO advice repeats the same statistics without noting they are correlations. Here is what the data supports, what it does not, and the finding that changes the strategy.
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