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AI Visibility Scorecard
SER
scientific-equipment.com · biotechnology
Somewhat visible. AI bots can read SER, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · ChatGPT
#478,084 of 3,812,596 in Technology for AI visibility
5.4
/10
AEO Score
About SER
from scientific-equipment.com
Find Perkin Elmer / Revvity EnVision Optics, Centrifuges, Thermalcycling / PCR, Microplate Readers, Centrifuge Rotors and other Equipment for sale at SER - Laboratory Equipment Sales and Service.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
7
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
6
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 5.4/10, SER has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for SER
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for SER.
Source & Attribution
Scored by Engagemii on July 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/scientific-equipment
Cite this score: Engagemii (2026). "AEO Score for SER." Retrieved from https://engagemii.com/aeo/brands/scientific-equipment
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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