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AI Visibility Scorecard
Engineering and Design Services
fergusonfiredesign.com · Home & Living
Borderline visible. AI bots can crawl Engineering and Design Services, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 2 times
Meta AI
#700,602 of 1,234,313 in Home & Living for AI visibility
4.3
/10
AEO Score
About Engineering and Design Services
from our crawl and measurement
"Discover our full range of fire sprinkler and engineering design services for building owners, sprinkler fitters, and general contractors and architects." That is how Engineering and Design Services introduces itself. When AI engines look at it, they find little to work with. It scores 4.3 out of 10.
The site gets some of it right: it has structured data on the page (Article), a readable heading structure. What holds it back is what is absent, including an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
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
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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 Authority
0
Little domain authority yet.
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 4.3/10, Engineering and Design Services is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Engineering and Design Services
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Engineering and Design Services.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fergusonfiredesign
Cite this score: Engagemii (2026). "AEO Score for Engineering and Design Services." Retrieved from https://engagemii.com/aeo/brands/fergusonfiredesign
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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