AI Ignores Your Production. 37,500 Searches Just Proved It.

Jerad Larkin
2 hours ago
6 min read

You closed 42 sides last year. You are on the production lists. Ask ChatGPT who the best real estate agent near you is, and your name does not come up.

That is not a glitch on your end. New research just ran 37,500 AI searches across the 100 largest cities in the country and compared every agent the machines named against verified production data. The overlap was almost nothing.

Does being a top producing agent help you show up in AI search?

No. New 2026 data shows only 21.2 percent of the highest-volume agents were named by any AI platform. Denver Metro agents get cited for published content and third-party mentions, not for sales volume.

I am Jerad Larkin, a Sales Executive with Chicago Title Colorado, and I teach marketing and AI systems to real estate agents across the Denver Metro every week. I have been telling agents for a year that AI search is a content game, not a credentials game. This study is the first hard number I have seen showing just how completely production and visibility have come apart.

Here is what the research found, why it happened, and what a Colorado agent should actually do about it in the next thirty days.

What Did the Study Actually Measure?

Local Falcon published the Realtor AI Visibility Index in August 2026. It is the largest test of agent visibility inside AI answers that I am aware of.

How Was It Run?

Researchers ran three phrases, best Realtor near me, best real estate agent near me, and top rated real estate agent near me, across 25 grid points in each of the 100 largest US cities. That is 37,500 queries. Each one went through five platforms: ChatGPT, Google AI Overviews, Google AI Mode, Gemini, and Grok. Every agent and team named was then cross-referenced against RealTrends Verified 2026 production rankings.

The Two Numbers That Matter

First, 91.5 percent of established agents who publish a website were never named once across all 37,500 searches. Second, and this is the part that should stop you, only 21.2 percent of the highest-volume agents in those 100 cities were cited by any AI platform at all.

Read that again. Nearly four out of five of the biggest producers in the country are invisible to the tools their next client is using to build a shortlist.

Why Does AI Ignore Production Volume?

Because production data is not public in a form these models can read. Your sides and volume live in the MLS, in brokerage reporting, and in ranking lists that sit behind logins or inside PDFs. Large language models build answers from text they can crawl, license, or retrieve live from the open web.

Nothing about closing 42 deals in Denver Metro creates a crawlable sentence saying you are good at your job. A post you wrote about Wash Park comps does. A recent Google review does. A quote in a local news story does. A neighborhood guide on your own site does.

The uncomfortable version: AI is not ranking agents. It is summarizing the internet's opinion of agents, and the internet has no opinion about people who never publish.

What Are the AI Platforms Actually Reading?

Third-Party Lists and Roundups

Reporting on the study surfaced something awkward. A meaningful share of the agents who do get named appear on best agent ranking pages, and some of those pages were written by the agents themselves. The models are not good at telling an editorial list from a self-published one.

Google Business Profile and Recent Reviews

Google AI Overviews and AI Mode lean hard on local business data. A complete profile with the right primary category and a steady flow of recent reviews is still the highest-leverage twenty minutes in local AI visibility. If you have not touched yours in six months, start there. I have walked through the full Google Business Profile setup for Denver agents step by step.

Forums and Community Answers

Reddit threads, Nextdoor posts, and local Facebook groups get cited constantly because they read as real human experience. An agent who answers questions in r/Denver every week is building exactly the kind of text these systems retrieve.

Your Own Site, If It Answers Questions

Pages that answer a specific question in plain language get pulled. Pages describing how passionate you are about client service do not. It is the same pattern behind ChatGPT naming only a handful of agents per city, and it is why two agents in the same Colorado market can have wildly different AI visibility with identical sales numbers.

What Should a Denver Agent Publish This Month?

One Neighborhood Answer Page

Pick the neighborhood you actually know. Write 800 words answering what buyers ask about it: what homes cost, how long they sit, what the HOA situation looks like, what the commute is, what the schools feed into. Use real Denver Metro numbers and say where they came from. One of these outperforms twenty listing posts.

One Honest Comparison Piece

Comparison and roundup formats get retrieved because they answer a decision. Not best agent in Denver. Try buying in Arvada versus Wheat Ridge in 2026, or what a Denver condo actually costs to own per month. You are the source, not the subject.

A Review Engine, Not a Review Ask

Ten reviews from 2021 do not help you. Recent reviews that name the neighborhood, the property type, and the situation give the models something to quote. Build the ask into your closing process so it happens every time instead of when you remember.

Is Publishing Your Own Ranking Page a Good Idea?

I would not build a business on it. It works right now because the systems are immature, and both Google and the AI platforms have a long history of closing exactly this kind of gap. Colorado also has real estate advertising rules around misleading claims, and best agent in Denver with no stated methodology is a claim you would have to defend.

The durable version of the same play is earning placement on lists you did not write. Get quoted by local press. Speak at events. Publish data other people cite. That is slower, and it does not get clawed back when the next model update ships.

What Does This Change About Where You Spend Marketing Time?

Most Denver Metro agents split marketing between lead portals, social content, and closing gifts. This data argues for moving a slice into owned, published, sourced content, because that is the only category that compounds into AI visibility. It is also the category that survives AI platforms starting to sell ads against these same questions.

It also argues for patience. A Reel buys you a day. A neighborhood answer page that gets retrieved by five AI platforms works for a year and does not care about the algorithm.

And it argues against a comfortable assumption. Plenty of top producers in Colorado believe their reputation is doing the work. Offline it probably is, and NAR research has shown for years that most sellers hire through referral or a prior relationship. Inside the tools their next seller opens first, that reputation is not showing up at all.

Where Does Chicago Title Fit Into This?

Part of what I do as a Sales Executive at Chicago Title Colorado is give Denver Metro agents the raw material for this kind of content. Neighborhood-level market data, farm and property lists, seller net sheets, and closing education. The agents getting cited by AI are the ones publishing specific, sourced, local answers, and that starts with having real numbers worth writing about.

You do not need a content team. You need one good local question a week and the data to answer it honestly.

Frequently Asked Questions

Does being a top producing agent help you rank in ChatGPT?

No. In a 2026 study of 37,500 AI searches, only 21.2 percent of the highest-volume agents in the 100 largest US cities were named by any AI platform. Production data is not published in a form AI systems can read, so it does not influence who gets recommended.

How do Denver real estate agents get cited by AI search engines?

By publishing specific, sourced answers to local questions on a site you own, keeping a complete Google Business Profile with recent reviews, and showing up in places like Reddit, Nextdoor, and local press where real discussion happens. Sales volume is not a factor.

Is it worth writing my own best real estate agent in Denver page?

It currently works, which is exactly why it is fragile. Search and AI platforms routinely devalue self-promotional ranking pages, and unsupported superiority claims can create advertising compliance problems in Colorado. Earning third-party mentions is slower and holds up far better.

How long does it take to show up in AI search as a Colorado agent?

Plan on three to six months of consistent publishing before your name starts appearing in AI answers, and longer in competitive Denver Metro searches. Google Business Profile fixes and fresh reviews tend to show results fastest, often within weeks.

If you want the market data, neighborhood lists, and net sheets that make this kind of content easy to write, head to milehightitleguy.com. I publish free tools and templates for Denver Metro and Colorado agents, and I teach live classes on AI and marketing every month. Reach out and I will point you at whatever fits your business.

Jerad Larkin

Sales Executive | Chicago Title Colorado

milehightitleguy.com

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