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AI Visibility Scorecard
onsrud.com · Media & Entertainment
Somewhat visible. AI bots can read LMT Onsrud LP, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Amazon Alexa · Apple Intelligence
#518,039 of 1,879,127 in Media & Entertainment for AI visibility
5.3
/10
AEO Score
from our crawl and measurement
LMT Onsrud LP describes itself simply: "Our goal is to provide to our customers cutting tools that are On Spec and On Time and that are made to exceed your expectations." Its AI visibility score is 5.3 out of 10: the engines can find it, but they do not have much to hold on to.
On the page it is passable on a workable page structure, a partly stated business identity and partial sitemap and link coverage. What holds it back is the technical files AI engines look for, such as llms.txt or an open robots.txt, structured data describing the business and credibility markers like credentials or reviews.
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 once in our tracking, including AmazonBot (Alexa AI). It does link out to several social profiles, which helps engines tie the brand together. The business dates to 1946.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
3
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.
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 5.3/10, LMT Onsrud LP has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for LMT Onsrud LP
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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/onsrud
Cite this score: Engagemii (2026). "AEO Score for LMT Onsrud LP." Retrieved from https://engagemii.com/aeo/brands/onsrud
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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