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AI Visibility Scorecard
L.K. McLean Associates (LKMA)
lkma.com · Media & Entertainment
Somewhat visible. AI bots can read L.K. McLean Associates (LKMA), but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Meta AI · Apple Intelligence · Claude
#594,448 of 1,911,667 in Media & Entertainment for AI visibility
5.2
/10
AEO Score
About L.K. McLean Associates (LKMA)
from our crawl and measurement
"Civil Engineers & Surveyors with industry leading specialists in coastal & marine, highway design, and site civil engineering & land development." That is how L.K. McLean Associates (LKMA) of Brookhaven, NY introduces itself. Its AI visibility score is 5.2 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including Applebot (Siri) and ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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 Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
No social discussion 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 5.2/10, L.K. McLean Associates (LKMA) has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for L.K. McLean Associates (LKMA)
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lkma
Cite this score: Engagemii (2026). "AEO Score for L.K. McLean Associates (LKMA)." Retrieved from https://engagemii.com/aeo/brands/lkma
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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