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AI Visibility Scorecard

orr construction management, inc.

orr construction management, inc.

Unclaimed
⚠ Identity mismatch

ocmkc.com · construction

At 3/10, orr construction management, inc. 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.

AI engines read this profile 2 times

ChatGPT

#679,495 of 754,058 in Home & Living for AI visibility

3

/10

AEO Score

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About orr construction management, inc.

from our crawl and measurement

orr construction management, inc. is one of the businesses we track in the Home & Living space. When AI engines look at it, they find little to work with. It scores 3.0 out of 10.

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.

Industry · construction
Last scored · May 16, 2026
Employees · 11-50

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

2

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

2

Experience, Expertise, Authority, Trust markers.

Technical AEO

8

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

1

Inbound links from other sites.

Domain Trust

0

Little domain authority yet.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

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 3/10, orr construction management, inc. is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for orr construction management, inc.

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Weekly ChatGPT & Claude citation tracking

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Picked for orr construction management, inc.: Home & Living

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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/ocmkc

Cite this score: Engagemii (2026). "AEO Score for orr construction management, inc.." Retrieved from https://engagemii.com/aeo/brands/ocmkc

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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