AI Visibility Scorecard
Pro Lab Supply Corp
prolabcorp.com · E-commerce
At 2.8/10, Pro Lab Supply Corp is close to invisible in AI search today. Most assistants will not name it when asked about your category. That is fixable, and the signals below show where to start.
AI engines read this profile 6 times
Claude · Apple Intelligence · Meta AI · Parallel
#181,335 of 739,464 in E-commerce for AI visibility
44
AI Naming Predictability
iRarely named · 44/100
E-commerce average 18
Top 14% of E-commerce
See what's behind this score →2.8
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in E-commerce average 9. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
E-commerce average 27
See what's behind this score →0
About Pro Lab Supply Corp
from our crawl and measurement
"Pro Lab Supply is Miami's trusted B2B distributor of lab equipment, PCR reagents, consumables & supplies. Serving research labs, universities & hospitals. Free shipping." That is how Pro Lab Supply Corp introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.8 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).
- Company ·
- Pro Lab Supply Corp
- Website ·
- prolabcorp.com
- Industry ·
- E-commerce
- Location ·
- Miramar, Florida
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 7, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Weak
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.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Good
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 2.8/10, Pro Lab Supply Corp is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Pro Lab Supply Corp
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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 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/prolabcorp
Cite this score: Engagemii (2026). "AEO Score for Pro Lab Supply Corp." Retrieved from https://engagemii.com/aeo/brands/prolabcorp
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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