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Core AEO

Prompt Map

A prompt map is a structured inventory of the questions buyers ask AI tools when researching a problem, category, or vendor. By organizing these questions into themes, marketers can identify where to create content that earns AI citations. A prompt map is the AEO equivalent of a keyword map in traditional SEO.

Full Definition

A prompt map is a structured way of organizing the questions people ask AI tools about a topic, problem, or category. Where a traditional keyword map captures search terms and their volume, a prompt map captures the conversational questions buyers type into ChatGPT, Gemini, Perplexity, and similar platforms when they are researching a purchase decision.

Building a prompt map starts with identifying the top 20 to 30 questions a prospective buyer might ask an AI tool at each stage of their research. These questions typically span several categories: definitional questions ("What is X?"), comparison questions ("X vs. Y"), implementation questions ("How do I do X?"), and evaluation questions ("What are the best X vendors for Y use case?").

Prompt maps serve two purposes in AEO strategy. First, they reveal where a company's content is likely already earning AI citations and where gaps exist. Second, they provide a content creation roadmap: each question that a company cannot currently answer well through existing content represents an opportunity to earn a new citation.

A prompt map is most effective when built from real buyer behavior rather than assumed questions. Talking to sales teams, reviewing support tickets, and running test prompts across AI platforms all surface questions that keyword tools miss. The result is a content strategy grounded in how buyers actually use AI in their research process.