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AI Visibility Scorecard
Shell McElroy
shellmcelroy.com · Home & Living
Somewhat visible. AI bots can read Shell McElroy, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
ChatGPT
#52,265 of 1,202,048 in Home & Living for AI visibility
6
/10
AEO Score
About Shell McElroy
from our crawl and measurement
Shell McElroy is a business whose own site puts it this way: "Looking for a construction company in Atlanta, GA? Shell McElroy delivers dedicated, start-to-finish project support. Contact us to get started!." Its AI visibility score is 6.0 out of 10: the engines can find it, but they do not have much to hold on to.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
Our monitoring has logged 2 AI crawler visits here: the engines come, the question is what they find.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
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
8
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 6/10, Shell McElroy has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Shell McElroy
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on May 16, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/shellmcelroy
Cite this score: Engagemii (2026). "AEO Score for Shell McElroy." Retrieved from https://engagemii.com/aeo/brands/shellmcelroy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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