AI Visibility Scorecard
LabDS | Lab Design | Laboratory Design and Supply
labds.com · Home & Living
Borderline visible. AI bots can crawl LabDS | Lab Design | Laboratory Design and Supply, 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
Claude · Meta AI · Apple Intelligence · Perplexity
#62,039 of 1,378,686 in Home & Living for AI visibility
27
AI Naming Predictability
iRarely named · 27/100
Home & Living average 5
Top 4% of Home & Living
See what's behind this score →4.2
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Home & Living average 2. Claim your page and Engagemii is your first.
See what's behind this score →35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
Home & Living average 21
See what's behind this score →0
About LabDS | Lab Design | Laboratory Design and Supply
from our crawl and measurement
LabDS is a Port Saint Lucie, FL business whose own site puts it this way: "As the top lab supply and desimonth 4gn company in the US, LabDS offers lab relocation, renovation, and more for government and private institutes." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
- Company ·
- LabDS | Lab Design | Laboratory Design and Supply
- Website ·
- labds.com
- Industry ·
- Home & Living
- Location ·
- Port Saint Lucie, FL
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 2, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Strong
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
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 read your site and name it in answers. At 4.2/10, LabDS | Lab Design | Laboratory Design and Supply is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What services does LabDS offer?
LabDS offers full service laboratory design, supply, renovation, relocation, consulting, and installation services.
How many lab products does LabDS have available?
LabDS has over 10,000 lab products available, including custom laboratory casework, fume hoods, and biosafety cabinets.
Does LabDS offer nationwide service?
Yes, LabDS offers nationwide coverage for their laboratory supply and design services.
What types of lab furniture does LabDS provide?
LabDS provides a variety of lab casework, lab tables, fume hoods, and other lab fixtures tailored to meet individual lab needs.
Can LabDS assist with lab renovations and relocations?
Yes, LabDS specializes in lab relocation and renovation, offering up-to-date facilities and new furnishings as needed.
How does LabDS ensure the quality of their lab designs?
LabDS's team of knowledge experts has over 100 years of experience, ensuring optimal quality and reliability in every lab design and installation.
What makes LabDS a trusted advisor in lab design?
LabDS is considered a trusted advisor due to their extensive experience, nationwide coverage, and commitment to providing peace of mind from design to installation.
How can I contact LabDS for a project?
You can contact LabDS at 770-932-1118 or via email at [email protected] to begin your lab project.
Is this your brand?
The exact fixes for LabDS | Lab Design | Laboratory Design and Supply
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/labds
Cite this score: Engagemii (2026). "AEO Score for LabDS | Lab Design | Laboratory Design and Supply." Retrieved from https://engagemii.com/aeo/brands/labds
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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