About this app

AI Citation Reverse Engineering

The idea

The idea is to examine the path from a question to retrieval, sources, citations, and recommendations, and make those relationships easier to discuss.

The problem it addresses

Marketers can see an AI answer but not the retrieval journey or source patterns behind it.

Who it helps

SEO researchers and content teams studying questions, answers, and cited sources.

What you can do

Maps prompt fan-out, retrieved sources, cited pages, and brand recommendations to reveal actionable patterns.

The intended outcome

Explain how AI systems move from a question to searches, sources, citations, and recommendations.

Created by SEO Girl - Ami. Review research, generated drafts, and illustrative examples before applying them.