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Frequently Asked Questions
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How is AI search different from SEO?
Google's top 10 page results have a 10% overlap with ChatGPT's source citations. LLMs decide what content to cite based on a ML concept called RAG which looks like the cosine similarity of content when compared to the query. Additionally, the way people interact with AI is completely different - this is a conversational chat interface not a keyword focused search bar.
What is XLR8 AI’s approach?
Which AI platforms does XLR8 AI optimize for?
How does XLR8 AI measure impact and separate real traction from noise?
How much internal work is required from my team?
How long does it take to see results?
How’s XLR8 AI different from competitor GEO tools?












