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AI Visibility Scorecard
Crane Service Inc
mlcranegroup.com · construction
Somewhat visible. AI bots can read Crane Service Inc, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
ChatGPT
#36,163 of 791,161 in Home & Living for AI visibility
6
/10
AEO Score
About Crane Service Inc
from our crawl and measurement
"Count on CSI’s modern fleet, project experience, and safety record for any heavy lift, rigging, heavy hauling, and warehouse/storage services." That is how Crane Service Inc introduces itself. 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.
On its own pages the site does well on a clear heading structure, a clearly stated business identity, visible credibility markers and sitemaps and entity links AI can follow. It is passable on some structured data and basic crawler access.
Off the page, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, 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.
It does link out to several social profiles, which helps engines tie the brand together. The business dates to 1960.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
9
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
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, Crane Service Inc has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Crane Service Inc
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Weekly ChatGPT & Claude citation tracking
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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/mlcranegroup
Cite this score: Engagemii (2026). "AEO Score for Crane Service Inc." Retrieved from https://engagemii.com/aeo/brands/mlcranegroup
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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