AI Visibility Scorecard
SPEED BioSystems
speedbiosystems.com · E-commerce
At 2.6/10, SPEED BioSystems 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 4 times
Claude · ShapBot · Perplexity
#169,624 of 738,520 in E-commerce for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 82% of E-commerce companies
3
AEO Visibility
iNear-invisible · 2.6/10
15
Muse Index Score
iAI agent readiness
Basic · 15/100
0
AI Adoption
iNone detected · 0/100
About SPEED BioSystems
from our crawl and measurement
SPEED BioSystems, based in Gaithersburg, MD, describes itself simply: "SPEED Biosystems provides fast products and services to the science community. Our in-stock products can be delivered to NIH and local labs within 3 hours." As far as answer engines are concerned it may as well not exist yet: 2.6 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
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
Weak
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.
Off-page authority
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 2.6/10, SPEED BioSystems is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How to Order?
Online Simply add products to Shopping Cart and follow instructions to check out. You can choose to pay with credit cards or with purchasing order numbers.
Is this your brand?
The exact fixes for SPEED BioSystems
Which AI engines already crawl you
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/speedbiosystems
Cite this score: Engagemii (2026). "AEO Score for SPEED BioSystems." Retrieved from https://engagemii.com/aeo/brands/speedbiosystems
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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