Every company’s rivals are now appearing in AI-generated answers — but do marketers actually know which competitors show up, for which queries, and for what reasons? That’s the core purpose of AEO competitor analysis. Answer engines such as ChatGPT, Perplexity, and Google’s AI Overviews don’t display traditional rankings. They reference and cite sources. This shift fundamentally changes how competitive visibility works. A brand can own a top-three organic position and still be missing entirely from the AI-generated response a prospect sees first. If brands aren’t monitoring who is earning those citations and why, they’re making content and SEO decisions with only half the data. This guide explains how to build an AEO competitor analysis from the ground up — what to track, which tools to rely on, and how to convert insights into content that closes competitive gaps. Table of Contents What is AEO competitor analysis? Why AEO Competitor Analysis Matters Now How to Run an AEO Competitor Analysis Step by Step AEO Competitor Analysis Tools and Workflows AEO Competitor Analysis Metrics and Dashboards Turn AEO Competitor Insights Into Actions Frequently Asked Questions About AEO Competitor Analysis What is AEO competitor analysis? AEO competitor analysis is the practice of discovering which brands, pages, and sources answer engines cite in AI-generated outputs — and comparing a brand’s own presence to competitors across those same queries. “AEO” stands for Answer Engine Optimization: the discipline of structuring content so AI platforms like ChatGPT, Perplexity, Google’s AI Overviews, and Gemini recognize and surface it as a reliable answer. AEO competitor analysis builds on that discipline…