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AI Visibility Scorecard
McNeil Engineering
mcneilengineering.com · Home & Living
Somewhat visible. AI bots can read McNeil Engineering, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Meta AI
#46,169 of 893,487 in Home & Living for AI visibility
6
/10
AEO Score
About McNeil Engineering
from our crawl and measurement
McNeil Engineering describes itself simply: "McNeil Engineering provides economic and sustainable design services: civil engineering, structural engineering, land surveying, consulting." 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.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
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
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
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.
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, McNeil Engineering has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for McNeil Engineering
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mcneilengineering
Cite this score: Engagemii (2026). "AEO Score for McNeil Engineering." Retrieved from https://engagemii.com/aeo/brands/mcneilengineering
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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