AI Visibility Scorecard
Builders MLS — new
thebuildersmls.com · Real Estate
Borderline visible. AI bots can crawl Builders MLS — new, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 2 times
Claude
#460,869 of 722,164 in Real Estate for AI visibility
4
AI Naming Predictability
iRarely named · 4/100
Real Estate average 4
Top 45% of Real Estate
See what's behind this score →3.5
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Real Estate average 1. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Real Estate average 13
See what's behind this score →0
About Builders MLS — new
from our crawl and measurement
Builders MLS — new describes itself simply: "The Builders MLS publishes new-construction floor plans and available models from participating home builders. A service of Southern Realty Associates." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
- Company ·
- Builders MLS — new
- Website ·
- thebuildersmls.com
- Industry ·
- Real Estate
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Jul 31, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.5/10, Builders MLS — new is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Are you a home builder? List with us.?
Create a builder account, verify your license, and publish your floor plans and available models once — they appear here on the Builders MLS and on your own website through the embeddable widget.
Is this your brand?
The exact fixes for Builders MLS — new
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Builders MLS — new.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thebuildersmls
Cite this score: Engagemii (2026). "AEO Score for Builders MLS — new." Retrieved from https://engagemii.com/aeo/brands/thebuildersmls
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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