AI Visibility Scorecard
ryanderkowski.com · Real Estate
At 2.55/10, The Derkowski Group is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Backlinks and Domain Trust. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude · Meta AI
Top 25% in Real Estate for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
Real Estate average 4
Top 31% of Real Estate
See what's behind this score →2.55
-
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 →20
Muse Index Score
iAI agent readiness
Basic · 20/100
Real Estate average 13
See what's behind this score →0
from our crawl and measurement
"Looking to buy or sell real estate? The Derkowski Group offers the best tools, technology, and transparency for buyers and sellers. Find your place with our local expertise!" That is how The Derkowski Group introduces itself. When AI engines look at it, they find little to work with. It scores 2.55 out of 10.
On its own pages the site does well on a clear heading structure, a clearly stated business identity and sitemaps and entity links AI can follow. It is passable on some structured data and basic crawler access. What holds it back is credibility markers like credentials or reviews.
Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
AI crawlers have read this profile 3 times in our tracking, including ClaudeBot (Anthropic) and Meta AI. The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Strong
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.55/10, The Derkowski Group is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
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ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ryanderkowski
Cite this score: Engagemii (2026). "AEO Score for The Derkowski Group." Retrieved from https://engagemii.com/aeo/brands/ryanderkowski
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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