SERP Layout GEO Citation Analyzer

The idea

The idea is to connect result-layout analysis with page-quality and generative-search considerations.

The problem it addresses

Conventional SERP reviews may miss page-quality signals and AI citation characteristics.

Who it helps

SEO analysts investigating result composition, competition, and search intent.

What you can do

Analyzes SERP layouts using search-quality principles, language signals, and GEO criteria.

The intended outcome

Evaluate result composition through search-quality and generative-search lenses.

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