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AI Visibility Scorecard
Microbiology Bytes
microbiologybytes.com · Healthcare
Somewhat visible. AI bots can read Microbiology Bytes, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#160,709 of 816,982 in Healthcare for AI visibility
5.5
/10
AEO Score
About Microbiology Bytes
from our crawl and measurement
"Weightloss £33.00 Added to wishlistRemoved from wishlist 0 Popular Profolan: recover the dense and abundant hair that you had before Where to buy?." That is how Microbiology Bytes introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
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 5.5/10, Microbiology Bytes has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Microbiology Bytes
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/microbiologybytes
Cite this score: Engagemii (2026). "AEO Score for Microbiology Bytes." Retrieved from https://engagemii.com/aeo/brands/microbiologybytes
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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