Send us Fan Mail

Why AI Is Recommending Some Builders and Ignoring Others: The Case Study

A regional home builder in a competitive Florida market was being cited by ChatGPT 16% of the time when buyers asked real questions like "who are the best new home builders in this area?" A few months later, after a focused initiative with Anewgo, that number was 72%. Same builder. Same market. Same competitors.

In this solo episode, Anya Chrisanthon - CCO at Anewgo and host of the Anewgo of New Home Sales podcast - breaks down exactly what was measured, what changed, and what it means for builders and marketers who are paying attention to where buyer search behavior is heading.

What Anewgo Tracked Anewgo ran 50 real buyer-intent questions through ChatGPT and Gemini and measured three things: mentions (how often the builder was named at all), citations (how often their website was used as a trusted source), and top recommendations (how often they appeared in the top spots). Citations matter most. A mention means AI knows you exist. A citation means AI trusts you enough to point a buyer directly to your content. Those are not the same thing.

The Results On ChatGPT, the citation rate jumped from 16% to 72% - a 56 percentage point increase. The number one ranking rate went from 7% to 36%. Top three ranking rate went from 16% to 59%. On Gemini, citation rate went from 25% to 63%. And during the same period, average website engagement time nearly doubled - from 51 seconds to just under two minutes - because the content wasn't just AI-friendly. It was genuinely useful to real buyers.

The Philosophy The goal was never to trick AI or game the system. Anyone telling you they can game AI recommendation engines is not someone you should trust with your marketing budget. The goal was to make this builder genuinely easier for AI to understand, verify, and confidently recommend - through content that answers real buyer questions and clarity about what the builder actually offers and who they build for.

Why Most Builder Websites Are Invisible to AI Right Now Most builder websites were built for two audiences: human visitors and Google. AI reads your website differently than either. It is trying to build a mental model of your business - who you are, who you build for, where you build, what makes you different. Vague taglines, generic community descriptions, and inconsistent information across your digital presence create uncertainty for AI. And uncertain AI does not recommend you. It moves on.

Three Things to Do This Week:

(1) Search for yourself the way a buyer would - open ChatGPT, Perplexity, or Gemini and ask for a builder like you in your market with specific criteria. See what comes up.

(2) Read your own website like a stranger - is your brand story specific and consistent? Could AI accurately summarize your communities and differentiators to a buyer?

(3) Get an AEO assessment from Anewgo - email your website URL to beth@anewgo.com with subject line "AEO Assessment." No obligation. Beth will reach out with the report and a time to walk through the results together.

Next episode: a deeper dive into AEO itself - what it is, what good AEO looks like in practice, and the broader framework for thinking about this for your business.

About Anewgo Anewgo is an all-in-one new home sales and marketing platform. We equip builders with AI-ready homebuilder websites, interactive design tools, floorplans, sitemaps, AI Sales Assistants, and data analytics to create personalized buyer journeys. Learn more at

Send us Fan Mail

Anewgo AI Brief: April 2026 - Agents, Buyer Expectations, and the Closing Window

The AI window for home builders is closing faster than most people think. In this month's Anewgo AI Brief, Anya Chrisanthon - CCO at Anewgo and host of the Anewgo of New Home Sales podcast - delivers her monthly no-hype download on what is actually happening in AI and what it means for new home sales in April 2026.

The AI Model Landscape GPT-4 is retired. OpenAI has moved fully to GPT-5 and ships updates every few weeks. Google's Gemini 3.1 Pro leads most independent benchmarks. Claude just shipped a new Opus model on April 16th - their strongest yet for complex reasoning and agentic tasks. 97% of real estate firms now report their teams are actively using AI. This is not early adoption. This is infrastructure.

AI Assistants vs. AI Agents An AI assistant is your GPS - it guides, but you're still behind the wheel. An AI agent acts for you: identifies the buyer who's been back three times this week, scores their intent, writes a follow-up script, and pushes a task to your OSC before morning. The buyer never filled out a form. Anya explains how Anewgo's Sophie is already building this into the Anewgo CRM.

The Buyer Expectation Gap Cotality (formerly CoreLogic) found that 75% of home buyers now expect AI during the buying process. Not would like - expect. Most builder websites aren't delivering that yet.

Three Things to Do in the Next 90 Days (1) Get your website AI-ready with an assistant that knows your floorplans, communities, and inventory. (2) Capture your invisible buyer data - 99.5% of visitors never fill out a form, but the right AI system gives them a profile. (3) Audit your content library - AI can transform a construction site photo into a finished home rendering in seconds.

The AI Slop Problem AI does not create slop. Lazy use of AI creates slop. Use it to amplify your brand voice, not replace it.

Anya's Take The large builders are not watching AI. They are building. Behavioral data and intelligence compound over time - and so does the gap. The question is whether you are leading that charge in your market or responding to it.

Come find us at anewgo.com/podcast - we're happy to nerd out on this with you. Next month: what's actually working in AI content for home builder marketing, and what's just noise.

About Anewgo Anewgo is an all-in-one new home sales and marketing platform. We equip builders with AI-ready homebuilder websites, interactive design tools, floorplans, sitemaps, AI Sales Assistants, and data analytics to create personalized buyer journeys. Learn more at anewgo.com or listen to every episode at anewgo.com/podcast.

Listen on Apple Podcasts: https://podcasts.apple.com/us/podcast/anewgo-of-new-home-sales/id1602564768

Send us Fan Mail

Your buyer signs the contract at the highest emotional moment of the entire journey. And then... nothing. For 45 to 65 days, most builders go quiet. No call. No check-in. No one reaching out. By the time the pre-construction meeting rolls around, all that momentum is gone.

That gap is exactly what this episode is about.

Jeremiah Gore has spent 25 years in homebuilding — starting at Toll Brothers and working his way through sales, operations, land acquisition, and all the way to division president. Today he runs Crossroads Coaching and partners with Impact 88 to train the people most builders never invest in: project managers, construction teams, and anyone who touches the buyer after the sale is made.

In this conversation, Jeremiah and I get into the moments that matter most — and the ones where builders consistently lose ground without realizing it.

What we cover:

- Why the handoff from sales to construction is where most builder relationships fall apart

- The rollercoaster analogy: how to ride the momentum instead of letting it crash

- Why project managers need training just as much as your sales team — and the 100% retention rate Jeremiah sees when builders finally invest in it

- The DISC framework as a quick cheat sheet for reading your buyer and adjusting your communication on the fly

- How proactive communication (not reactive) is what actually builds trust — and how technology makes it scalable

- The ice cream story. Yes, you need to hear the ice cream story.

- Peak end theory: why the close matters just as much as the open, and what happens to your referral rates when you get it right

This one is for sales managers, OSCs, project managers, and any builder leader who wants to understand why "we build homes" is the wrong mindset — and what to say instead.

Guest links:

Jeremiah Gore on LinkedIn: linkedin.com/in/jeremiahgore

Instagram: @jeremiahgore1999

Crossroads Coaching: choosecrossroads.com

Impact 88: impacteightyeight.com