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AI Visibility Scorecard
Paul Sobania
7923witney.com · Real Estate
Borderline visible. AI bots can crawl Paul Sobania, 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 3 times
Meta AI · ChatGPT
#388,007 of 641,213 in Real Estate for AI visibility
3.6
/10
AEO Score
About Paul Sobania
from our crawl and measurement
7923witney.com is a business whose own site puts it this way: "Offering 6,483 finished sq ft, this home features 6 bedrooms, including a versatile main-level bedroom or bonus room, 5 bathrooms, a dedicated executive office, a gourmet kitchen, and a." When AI engines look at it, they find little to work with. It scores 3.6 out of 10.
Our crawl found structured data on the page (Organization, WebSite, Person). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 3.6/10, Paul Sobania is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Paul Sobania
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/7923witney
Cite this score: Engagemii (2026). "AEO Score for Paul Sobania." Retrieved from https://engagemii.com/aeo/brands/7923witney
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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