
Website GEO: an evidence-first guide to AI search visibility
Separate mentions, citations, and accuracy. Build an AI-visibility review around observations you can actually inspect.
EXPLORE A TOPIC
Explore generative engine optimization as an evidence and content practice. Keep mentions, citations, and accuracy separate, and review the source material behind each observed answer.
Use this collection to connect a concept with a practical decision. Each guide includes a defined scope, examples of useful evidence, and limitations that affect the conclusion. Follow the internal references to move from the article to a workflow or a sample report.
For an implementation, start small: select one input, define a result you can validate, and choose a review path for missing information. For research or editorial work, preserve the source context before comparing observations. A shared vocabulary is helpful; an inspectable process makes it useful.

Separate mentions, citations, and accuracy. Build an AI-visibility review around observations you can actually inspect.
Explore the workflows. Inspect the evidence. Build something useful.