AI Visibility Scorecard
Josh Lioce
26millpondcircle.com · Real Estate
Borderline visible. AI bots can crawl Josh Lioce, 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 · Meta AI
#489,638 of 721,119 in Real Estate for AI visibility
4
AEO Visibility
iNear-invisible · 3.5/10
35
Muse Index Score
iAI agent readiness
Transactable · 35/100
0
AI Adoption
iNone detected · 0/100
About Josh Lioce
from our crawl and measurement
26 Mill Pond Circle, Milford, MA 01757, based in Milford, MA, describes itself simply: "Retreat to this stately 4,100 sq. ft. Colonial set back on a beautifully landscaped 1-acre lot in one of Milford's most sought-after neighborhoods. Designed for both grand...." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Under the hood there is structured data on the page (SingleFamilyResidence) and a sitemap and a readable heading structure, but the score is capped by what is missing: an llms.txt file.
The 6 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
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 3.5/10, Josh Lioce is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Josh Lioce
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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.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/26millpondcircle
Cite this score: Engagemii (2026). "AEO Score for Josh Lioce." Retrieved from https://engagemii.com/aeo/brands/26millpondcircle
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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