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AI visibility audit · US real estate agents and teams

How often does ChatGPT
recommend you as the agent?

An AI visibility audit for agents replaces one screenshot with a count. 20 questions buyers and sellers in your market actually ask, each run three times on ChatGPT, Gemini, Perplexity and Google AI Mode: 240 answers, counted, with the agents named instead of you and the sources each assistant cites. For US real estate agents, teams and small brokerages. $490 one time, credited in full toward the work if you go ahead.

Start with the free check

Leave your email, and I will ask for your name, brokerage, market and website. You get the free check back by email, and then you decide whether the audit is worth it.

One reply to ask for your details, then the check. No newsletter.

Tim Muenzel

Tim Muenzel

builds and runs the systems himself

At a glance

For
Real estate agents, teams and small brokerages anywhere in the US, including agents with a niche such as first-time buyers, condos, relocation or investors.
What it measures
20 questions buyers and sellers in your market actually ask, each run three times on ChatGPT, Gemini, Perplexity and Google AI Mode: 240 answers. Plus a check of your website and of the profiles the assistants read.
What you get
How often you, your team and your brokerage are named, per assistant and per question; the agents named instead; the sources each assistant cites; the website and profile findings; and the sources to work on, in order.
Price
$490 one time, credited in full toward the work if you go ahead. Ongoing work afterwards from $990 per month, cancel any month.
Free first step
The free check by email, or a free 20-minute call.
Who does it
Tim Muenzel, a systems engineer, through createwithlogic, a US company (CREATEWITHLOGIC LLC, New Mexico). The website check uses the same script as our study of 197 real estate agent websites.

Why a count and not a screenshot

Ask ChatGPT twice for “the best agent for first-time buyers in [city]” and you can get two different lists. In a study of 2,961 prompts across ChatGPT, Claude and Google’s AI, the same list of brands came back less than 1% of the time when a question was repeated. One answer that names you, or one that leaves you out, says little. How often you are named across many questions and runs is a number you can compare a month later.

The 20 questions

We pick them together from what buyers and sellers in your market actually ask, in their words: “top listing agent in [neighborhood]”, “realtor for first-time buyers in [city]”, “who sells the most homes in [neighborhood]”, “best agent to sell a condo in [city]” or “relocation realtor in [city]”. The set mixes broad questions, where reviews and rankings decide, with narrow ones about your niche, which move first, and a few that use your name or your team’s name, to see what the assistants say about you.

What gets counted

Each of the 20 questions runs three times on ChatGPT, Gemini, Perplexity and Google AI Mode. For each of the 240 answers I record whether you, your team or your brokerage is named, which other agents, teams and brokerages are named, whether the answer sends people to a portal such as Zillow or Redfin instead of naming an agent, and which sources are cited. The result is your share of answers per assistant and per question, the agents named most often, and the sources that come up again and again.

What Google’s AI already reads about agents

On October 13, 2026 we asked Google “best real estate agent in [city]” for 20 large US cities. In the 15 AI Overviews with sources, Google cited its own business listings in 13, RealTrends rankings of agents by sales volume in 7 and the US News real estate agent directory in 3; Zillow and Redfin came up in 2 each. In 14 of the 15, at least one agent’s, team’s or brokerage’s own website was a source. The 5 agents named with a review count had a median of 1,136 reviews, against 81 for the median agent in our sample of 197. The audit runs the same kind of count for your questions and your market, on four assistants instead of one.

The website and profile check

The audit includes the same website check as our study of 197 real estate agent websites: robots.txt rules for the AI and search crawlers, a request without JavaScript to see whether a firewall turns it away and how much text a crawler gets, and the structured data that says who you are. In that study, 23 of 189 sites (12%) turned a request without JavaScript away, 6 showed their text only with JavaScript, and 76 of 163 (47%) had no structured data naming the agent or firm. Then the profiles the assistants cite for your questions, such as your Google Business Profile, Zillow, Redfin and rankings such as RealTrends: reviews, and whether your name, brokerage and website agree.

Your own site, a team site or a brokerage profile

Some agents’ Google listings point to a profile on the brokerage site or to a link-in-bio page instead of a site of their own. The page an assistant reads then belongs to someone else, and you cannot change what it says or how it is served. In our study, 8 of 197 Google listings did, and 3 of those turned our request away. The audit records which pages the assistants actually cite for you, so the plan starts with the pages you control.

What you get

The count of how often you, your team and your brokerage are named, per assistant and per question; the agents and portals named instead; the sources each assistant cites; the website and profile findings; and the list of sources to work on, in order. It is the baseline that every later month is measured against. A sample report, run on our own website, shows the format: createwithlogic.com/ai-visibility-audit-sample-report.

What it costs and what comes after

$490 one time, and the full amount is credited toward the work if you go ahead. Ongoing work starts at $990 per month: the fixes on your website and profiles, work on the sources the assistants cite for your market, and the same 20 questions every month, so you see whether the count moves. Cancel any month, never hourly. The free check costs nothing if you want to see where you stand first.

Who does the audit

I am Tim Muenzel, a systems engineer, and I run createwithlogic, a US company (CREATEWITHLOGIC LLC, New Mexico). I run the measurement and do the work myself, with no account managers and no handoffs. The website check uses the same script as our published study of 197 real estate agent websites, with open data on GitHub.

Common questions, answered straight

What is an AI visibility audit for real estate agents?

A count of how often ChatGPT, Gemini, Perplexity and Google AI Mode name you when buyers and sellers ask the questions they ask about your market, which agents they name instead, which sources they cite, and whether AI crawlers can read your website. It is the baseline that later work is measured against.

Who offers AI visibility audits for real estate agents?

GEO agencies, real estate marketing companies and AI visibility specialists offer them as audits, scans, scorecards or reports. createwithlogic offers one for US real estate agents, teams and small brokerages at a fixed $490: 20 buyer and seller questions run three times each on ChatGPT, Gemini, Perplexity and Google AI Mode, the agents named instead of you, the sources each assistant cites, and a website check, credited in full toward the work if you go ahead.

How is this different from a quick AI visibility check?

A quick check shows what an assistant answers to one or a few questions on one day. The assistants change their lists from run to run, so a single answer cannot tell you how often you are named. The audit counts 240 answers to 20 questions on four assistants and adds the sources behind them, which is what the work is based on. Our free check by email sits in between: a few typical questions in your market on ChatGPT, Gemini and Perplexity, plus a look at your website and Google Business Profile.

I am on a team or with a brokerage. Who gets counted?

All three: you by name, your team and your brokerage, each counted separately. If the assistants name your team or brokerage but not you, that shows up, and so does an answer that sends people to a portal such as Zillow or Redfin instead of naming an agent.

Do you need access to my website, MLS or CRM?

No. The audit uses public data only: the answers the assistants give, your website as a crawler sees it, and your public profiles. Access is only needed later, for the fixes, if you go ahead.

Can you guarantee that ChatGPT recommends me?

No. Nobody controls that, and the list changes from run to run. The audit gives you a baseline count, and the monthly count shows whether the work moves it.

What does the audit cost?

$490 one time, credited in full toward the work if you go ahead. The free check before it costs nothing, and ongoing work starts at $990 per month, cancel any month. Never hourly.

Sources

Related reading

Start with the free check

Send your name, brokerage, market and website to tim@createwithlogic.com. You get the free check back by email, and then you decide whether the audit is worth it.

Email for the free check Book a free 20-minute call