AI Visibility Scorecard
mitchellcrane.com · Manufacturing & Industrial
Somewhat visible. AI bots can read Crane Supplier & Replacement OEM Crane Parts, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Apple Intelligence · Meta AI · Claude
#81,671 of 268,051 in Manufacturing & Industrial for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Crane Supplier & Replacement OEM Crane Parts, based in Houston, TX, describes itself simply: "Mitchell Crane and the Mitchell Crane precision machine shop are your partners in business. We are a global supplier of replacement OEM crane parts as well as used parts and components." Its AI visibility score is 5.1 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 structured data describing the business, a clearly stated business identity and crawler access and the files AI engines look for. It is passable on a workable page structure, a few credibility markers and partial sitemap and link coverage.
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.
AI crawlers have visited 2 times in our tracking, including Applebot (Siri). The business dates to 1957.
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Good
Inbound links from other sites.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.1/10, Crane Supplier & Replacement OEM Crane Parts has a working base to build on - fixable, and the signals above are where to start.
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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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mitchellcrane
Cite this score: Engagemii (2026). "AEO Score for Crane Supplier & Replacement OEM Crane Parts." Retrieved from https://engagemii.com/aeo/brands/mitchellcrane
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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