AI Visibility Scorecard
Martin, White & Griffis Structural Engineers
mwgstructural.com · Healthcare
At 2.5/10, Martin, White & Griffis Structural Engineers 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 4 times
Claude · Apple Intelligence · Meta AI
#239,022 of 923,943 in Healthcare for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 87% of Healthcare companies
3
AEO Visibility
iNear-invisible · 2.5/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About Martin, White & Griffis Structural Engineers
from our crawl and measurement
Martin, White & Griffis Structural Engineers, based in Phoenix, AZ, describes itself simply: "Structural engineers Arizona - For over 55 years MWG has been servicing public and private entities with comprehensive structural engineering services." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.5 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
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.
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 2.5/10, Martin, White & Griffis Structural Engineers is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Martin, White & Griffis Structural Engineers
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mwgstructural
Cite this score: Engagemii (2026). "AEO Score for Martin, White & Griffis Structural Engineers." Retrieved from https://engagemii.com/aeo/brands/mwgstructural
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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