▲ 0.1 since Jul 2026
#124,557 OF 719,380 IN REAL ESTATE
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AI Visibility Scorecard
12walnut.com
12walnut.com · Real Estate
Somewhat visible. AI bots can read 12walnut.com, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude · Apple Intelligence · Meta AI
#124,557 of 719,380 in Real Estate for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
?
AI Adoption
iNone detected · -/100
About 12walnut.com
from our crawl and measurement
"4 Beds. 1 Full, 1 Half, 1 Three Quarter Baths. Stately Colonial Set on a Quiet Cul-de-Sac." That is how 12walnut.com of Hooksett, NH introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.3 out of 10.
Our crawl found an llms.txt file for AI models. It is missing structured data describing the business, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.1/10, 12walnut.com has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for 12walnut.com
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for 12walnut.com.
Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/12walnut
Cite this score: Engagemii (2026). "AEO Score for 12walnut.com." Retrieved from https://engagemii.com/aeo/brands/12walnut
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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