AI Visibility Scorecard
BY Design and Engineering PLLC
rebstructuralengineers.com · Food & Beverage
Borderline visible. AI bots can crawl BY Design and Engineering PLLC, 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 7 times
Apple Intelligence · Meta AI · Claude · ChatGPT
#1,087,979 of 1,394,029 in Food & Beverage for AI visibility
4
AEO Visibility
iNear-invisible · 3.5/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About BY Design and Engineering PLLC
from our crawl and measurement
"Homeowners collaborate with our Lead Designer to create a design that our Structural Engineer implements with in-house engineering." That is how BY Design and Engineering PLLC of American Fork, UT introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
On the page it is passable on a partly stated business identity, a few credibility markers and basic crawler access. What holds it back is structured data describing the business, a heading structure that lays out what it offers and sitemaps and entity links AI can follow.
Off the page there is only faint evidence that only a handful of sites link to it and the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The site links to no social profiles, so there is nothing tying the brand to a wider presence. The business dates to 2007.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
Clear headings and answer-style content.
Entity Clarity
Fair
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 3.5/10, BY Design and Engineering PLLC is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for BY Design and Engineering PLLC
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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/rebstructuralengineers
Cite this score: Engagemii (2026). "AEO Score for BY Design and Engineering PLLC." Retrieved from https://engagemii.com/aeo/brands/rebstructuralengineers
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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