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AI Search · August 24, 2026 · 7 min read

What people actually type when they ask AI to find them an agent

The prompts are longer, stranger and far more specific than the keywords you optimized for. Here is what they look like, and what has to be on your site for you to survive them.

By Mark Neuterman

For twenty years the search box trained people to speak in fragments. Realtor near me. Best listing agent Chicago. Homes for sale 33701. Short, clipped, keyword-shaped, because that is what worked and people are quick learners.

Assistants untrained that habit in about eighteen months. When someone asks a model to help them choose an agent, they write the way they would talk to a knowledgeable friend, and what comes out is a paragraph with three constraints and a fear buried in it.

The shape of a real prompt

These are close to verbatim, sanitized, from agents who have shared with me what clients told them they asked before making contact.

  • "We're relocating to St. Petersburg in March for my husband's job, we have a nine-year-old, and we need to be walkable to a decent elementary school. Who should we be talking to and what should we know about the flood insurance situation?"
  • "I inherited a house in a trust with two siblings, one of whom doesn't want to sell. Do I need a specific kind of agent for this?"
  • "My listing has been on market 71 days with one offer that fell out of inspection. Was my agent's pricing wrong or is the market just bad right now?"
  • "Which agents in this area actually do a lot of prewar condo deals, not just say they do?"

Notice what none of those are. None of them are a keyword. Each contains a situation, a constraint, and an unstated worry. And each one is answered by pulling together several different pieces of information about several different people.

People no longer search for a category and choose from a list. They describe a problem and ask to be handed the right person.

What that changes about your site

A model answering the trust-and-three-siblings question cannot use a page that says you are passionate about helping families. It needs to find someone who has written, in plain language, about probate and trust sales, what usually goes wrong, and how the timeline actually runs.

That is the whole shift. Visibility used to come from matching a phrase. It now comes from being the most quotable source on a specific situation. Quotable means clear, attributable, and specific enough that repeating it is not a risk.

Build situation pages, not service pages

Most agent websites have four or five pages describing services: buyers, sellers, luxury, relocation, investors. They are interchangeable and no one reads them. Replace them with pages built around the situations you genuinely handle well.

  1. Name the situation the way a client would say it, not the way the industry says it. "Selling a house you inherited with siblings," not "probate and estate services."
  2. Answer the first question directly in the first two sentences. No preamble. Assistants and impatient humans both reward this.
  3. Give the real sequence: what happens first, second, third, and roughly how long each step takes in your market.
  4. Name what usually goes wrong, and what you do about it. This is the part competitors will not write, which is exactly why it earns the citation.
  5. State what it costs, in whatever honest form that takes: fees, timelines, tradeoffs.
  6. Close with who to call and the geography it applies to.

Six pages beat sixty

Nobody needs another content calendar. Six situation pages, written by you, about deals you have actually closed, will out-earn sixty blog posts about market trends that nothing will ever cite. Volume was the old strategy because matching was the old mechanic. Specificity is the new one.

Start with the situation that produced your last three referrals. You already know the answer cold. You have explained it out loud a dozen times. Write down exactly what you say when you explain it, clean up the grammar, and publish that.

The Takeaway

Clients now describe a situation instead of searching a category. Publish six honest pages about the situations you handle best, written the way you explain them out loud, and you become the source worth quoting.