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AI Visibility Scorecard
Ben Lilyestrom
benfixesstuff.com · Home & Living
At 2.6/10, Ben Lilyestrom is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,186,190 of 1,259,263 in Home & Living for AI visibility
2.6
/10
AEO Score
About Ben Lilyestrom
from our crawl and measurement
Ben Fixes Stuff Handyman Services Ben Lilyestrom describes itself simply: "<p>Ben Lilyestrom is an entrepreneur, husband, dad, athlete and former police officer. After spending 11 years in law enforcement, he left his career to work at home with his wife and." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.6 out of 10.
Our crawl found structured data on the page (WebSite). 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
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
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 2.6/10, Ben Lilyestrom is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Ben Lilyestrom
Which AI engines already crawl you
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
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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Source & Attribution
Scored by Engagemii on August 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/benfixesstuff
Cite this score: Engagemii (2026). "AEO Score for Ben Lilyestrom." Retrieved from https://engagemii.com/aeo/brands/benfixesstuff
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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