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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

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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

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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

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Is your brand helping buyers trust you or just adding to the noise? Genevieve Benson, Director of Strategic Partnerships at Milesbrand, joins Anya Chrisanthon to break down how regional and private builders can compete in today's uncertain market through authentic storytelling, emotional brand positioning, and a customer journey that builds trust at every touchpoint.

Genevieve and Anya cover how to find your unique brand voice, when to do a refresh vs. a full rebrand, how to use real buyer stories to drive emotional connection, and where the biggest friction points are in the new home sales journey from first click to warranty.

Whether you are a small regional builder or scaling into new markets, this episode is a practical guide to standing out without outspending the nationals.

Topics covered:

-Authentic brand voice and storytelling for builders

-Customer journey mapping and friction point identification

-Brand re-skin vs. full rebrand

-Using psychographics and buyer data for stronger messaging

-Building a brand bible and training your team to live the brand

Anewgo is an all-in-one new home sales and marketing platform built for home builders. From AI-ready websites and interactive floorplans and sitemaps to AI Sales Assistants and data analytics, Anewgo helps builders create personalized buyer journeys, engage leads with interactive content, and convert more sales.

Watch every episode here

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Podcast: Anewgo of New Home Sales | Host: Anya Chrisanthon | Co-Host: Beth Byrd, VP of Sales, Anewgo | Guest: P. Allen Smith

In this episode of the Anewgo of New Home Sales podcast, host Anya Chrisanthon and Anewgo VP of Sales Beth Byrd sit down with P. Allen Smith — PBS television host, garden and community designer, and owner of Extreme Panel Technologies - to explore how structurally insulated panels (SIPs), sustainable materials, and intentional design are reshaping residential construction. The conversation covers Moss Mountain Farm, the Extreme Gatehouse Cottages, real-world build cost and waste comparisons, and the future of energy-efficient, net-zero home building for builders, developers, and build-to-rent communities.

Guest | P. Allen Smith - PBS host, garden & community designer, owner of Extreme Panel Technologies
Host | Anya Chrisanthon, Anewgo
Co-Host | Beth Byrd, VP of Sales, Anewgo
Key Topics | SIP panels, net-zero building, Moss Mountain Farm, sustainable construction, build-to-rent
Guest Website | pallensmith.com
Extreme Panel | extremepanel.com

About P. Allen Smith

P. Allen Smith is a nationally recognized PBS television host, garden and community designer, and sustainable living advocate. As the creator of Moss Mountain Farm - a 550-acre working farmstead in central Arkansas on the banks of the Arkansas River - and owner of Extreme Panel Technologies, one of America's leading manufacturers of structurally insulated panels (SIPs), Smith is on a mission to make net-zero, energy-efficient home building the new industry standard. He previously appeared at the International Builders' Show (IBS) alongside Anewgo VP of Sales Beth Byrd.

What We Cover in This Episode

1. What Are Structurally Insulated Panels (SIPs)?

Structurally insulated panels (SIPs) consist of a dense polystyrene foam core sandwiched between two layers of oriented strand board (OSB). Extreme Panel Technologies uses zinc-boray-infused OSB, which provides resistance to insects and mold. Key advantages for home builders:

• Superior energy efficiency with high R-values across 4.5", 6", 8", 10", and 12" panel thicknesses
• Faster build times - the Extreme Gatehouse Cottages took just 47 minutes to unload and four workers five days to fully close in
• Factory precision: panels arrive pre-numbered and pre-cut for doors and windows, with laminated construction drawings
• Dramatically less job site waste - a Birmingham, AL build-to-rent project showed all SIP waste fit in a couple of wheelbarrows vs. a full dumpster for a comparable stick-built house
• Straighter, truer walls than typically achievable with today's dimensional lumber

2. Moss Mountain Farm — A Model for Sustainable, High-Performance Building

Moss Mountain Farm, located in central Arkansas on a farmstead dating back to 1840, is the original set for P. Allen Smith's PBS series Garden Home. The main farmhouse was designed in the Greek Revival style - with proportions drawn from historic properties within a 175-mile radius - while integrating high-performance building technologies 20 years before they became industry buzzwords:

• Insulated concrete forms (ICFs) for the basement
• Soybean-oil-based spray foam insulation between wall studs
• Shredded denim recycled from a blue jean factory as batting insulation
• Passive solar design with PEX tubing under standing seam metal roof panels circulating heated glycol to a radiant brick floor
• Standing seam me

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In this episode of Anewgo of New Home Sales, host Anya Chrisanthon brings together three powerhouses for a conversation that will completely change how you think about AI in home building.

Joining her are Barrett Davis, Co-founder & CEO of Nter Now and HomesScribe.ai, Melissa Cervin, VP of Marketing at Lombardo Homes, and John Lee, CEO of Anewgo.

Here's the thing: AI isn't a future problem. It's a right-now problem. And this episode doesn't just talk about it, it shows you exactly what's happening.

Inside this episode:

• The live AI-to-AI phone call demo: Barrett built an AI buyer's agent that called Lombardo's AI sales assistant, negotiated pet-friendly customizations, asked about floor plan options, and booked a tour. No humans involved. Five minutes. Real.
• Melissa's unfiltered lessons from deploying "Toni": Lombardo's AI shopping assistant, what went right, what surprised her, and why early adoption is messy but worth it
• Why your website is now a battleground: smart browsers like Gemini, Perplexity, and ChatGPT's Atlas are comparing you to your competition from a side panel while buyers shop your site
• The LLM shopping experience: how Anewgo's interactive floor plan tools and exterior color configurators are showing up directly inside ChatGPT conversations before buyers ever reach your website
• The AI shift parallel every builder needs to hear: Melissa compares where we are now to when web leads first appeared, and why the builders who wait will regret it
• How to introduce AI to a hesitant sales team without fear, resistance, or revolt
• What "agentic AI" means for your OSC: and why your phone might already be ringing with AI on the other end

Whether you're a builder, marketer, OSC, or sales leader, this is the episode that makes it real.

🎙️ Watch it now: anewgo.com/podcast/181 or search Anewgo of New Home Sales on your favorite podcasting app

📍 Learn more at anewgo.com

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In this episode of Anewgo of New Home Sales, host Anya Chrisanthon sits down with returning guest Ryan Taft, founder of Impact Eighty-Eight, to celebrate the launch of his brand new book, Revenue Getter. Ryan has spent 25 years in the home building industry, and this book is his answer to one of the most overlooked problems in sales leadership: nobody actually teaches managers how to develop people.

If you've ever wondered why your team isn't improving even after training, this episode is your wake-up call.

Ryan breaks down:

• The 6 manager types killing your team's performance (are you the buddy, server, savior, slave driver, or ghost?)
• The two biggest mistakes sales leaders make when they're behind on numbers
• His repeatable 4-E Coaching Method: Explain, Exhibit, Execute & Evaluate
• Why pipeline calls are NOT coaching and what real coaching actually looks like
• The micro-skill approach that moves the sales needle faster than any contest ever will

Whether you're a sales leader or anyone responsible for developing a team, Revenue Getter will completely change the way you think about management.

📖 Grab your copy of Revenue Getter Learn more at revenueGetter.com | impacteightyeight.com

🎟️ Want to go deeper in person? Ryan and the Impact 88 team are hosting CoLab Live - a two-day, hands-on leadership workshop for homebuilding leaders, and Anewgo is a proud sponsor! No stages, no sales pitches - just real frameworks, real conversations, and real results. Seats are limited to 80 leaders per event. 📅 Charlotte, NC | April 22–23, 2026 📅 San Antonio, TX | Sept. 15–16, 2026 👉 Get your tickets now: colablive.com

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In this episode of Anewgo of New Home Sales, host Anya Chrisanthon sits down with Sarah Haynes, CMO and co-owner of Shared Drive, fresh off the International Builders' Show (IBS) 2026. Sarah shares her highlights from IBS - including being named a Young Guns & Legends honoree - and dives deep into the conversations shaping the home building industry right now.

From the rise of AI assistants and what buyer transcripts are revealing about hidden fears, to the power of authentic branding and why "selling to everyone means selling to no one," this episode is packed with actionable insights for builders and marketers alike.

We cover: :

• Why OSCs still matter - and how AI can make them even more effective
• The branding mistakes most builders don't know they're making
• How to use your team's personality as a competitive differentiator
• Why putting faces on your website is non-negotiable

Whether you're a builder, marketer, or sales leader, this episode will challenge you to think differently about your brand, your buyers, and the tools you use to connect with them.

🎙️ Connect with Sarah Haynes on LinkedIn or visit shareddrive.com 📍 Learn more at anewgo.com/podcast