How to find the right ICP for an AEO or GEO product

Selling AEO is rarely a volume problem first. It is an ICP and buyer-identification problem. The company may care about AI search, but the person you reach may not own it, understand the urgency or have a reason to act.

Start with the problem, not the job title

AEO can sit across SEO, content, organic growth, digital marketing, demand generation, product marketing or a broader marketing leadership role. A title such as “VP Marketing” is a starting point, not proof that the person is your buyer.

5 signals worth researching

1. Search ownership: Look for people responsible for SEO, organic growth, content discovery or search strategy.
2. Content investment: A strong publishing engine can make AI visibility a relevant extension of an existing search program.
3. Growth pressure: New categories, competitive markets and changing acquisition strategies can create a reason to explore new discovery channels.
4. AI-search interest: Posts, talks, hiring, experiments or product positioning around AI can indicate a higher level of awareness.
5. Role fit: The strongest prospect combines relevant responsibility with evidence that the topic could matter now.

What a good AEO prospecting workflow looks like

Account → People → Evidence → Relevance → Outreach. Start with the account, identify several plausible owners, gather public evidence, rank the people by relevance and only then write the first message.

What not to do

• Do not message every marketing leader with the same AEO pitch.
• Do not assume an SEO title automatically means AEO ownership.
• Do not invent a pain point because a company has a large website.
• Do not confuse “interesting account” with “ready buyer.”

Where RouteProspect fits

RouteProspect is designed to automate the early research layer: find relevant marketing people, explain why they may matter, surface AEO context and turn public evidence into a practical outreach angle.