AI Visibility Scorecard
brolip.com · Home & Living
At 2.1/10, Lab Design/Build, Renovations, Modular Labs and Mobile Labs 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 5 times
Apple Intelligence · Claude
#701,591 of 1,375,629 in Home & Living for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 72% of Home & Living companies
2
AEO Visibility
iNear-invisible · 2.1/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Lab Design/Build, Renovations, Modular Labs and Mobile Labs describes itself simply: "STX is the leader in custom lab design and build, modular and mobile labs, lab benches and cabinets, lab equipment, instruments, and infrastructure. The experts." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.1 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Good
Sitemaps and entity links AI can follow.
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.
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 2.1/10, Lab Design/Build, Renovations, Modular Labs and Mobile Labs is crawlable but under-signaled - fixable, and the signals above are where to start.
Out of Space?
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Is this your brand?
The exact fixes for Lab Design/Build, Renovations, Modular Labs and Mobile Labs
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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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Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/brolip
Cite this score: Engagemii (2026). "AEO Score for Lab Design/Build, Renovations, Modular Labs and Mobile Labs." Retrieved from https://engagemii.com/aeo/brands/brolip
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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