How do I know whether the fix worked?

Remeasure the same prompt set after the fix has had time to be crawled, discovered or reflected in relevant sources. Compare answer quality, citations, sentiment, competitor movement and hallucination risk.

Content Architecture for AI: Creating Content That Gets Extracted, Cited, and Recommended

Master the specific content structures, formats, and patterns that AI systems can easily extract and use. Learn to create content that becomes the source AI cites.

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