Elias Vormann

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L15

Maintain presence as answers and sources drift

Measurement Query: “keep content in AI answers”

Students can run a maintenance routine that tracks answer-set drift, source changes, product updates, and competitor movement.

What this lecture covers

The final lecture turns the campaign into ongoing practice. Students learn when to recheck prompts, refresh evidence, retire outdated files, update references, and document changes so supplier visibility does not depend on a one-time cleanup.