AI Visibility Scorecard
The Microbiologist
the-microbiologist.com · Food & Beverage
Somewhat visible. AI bots can read The Microbiologist, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 30 times
Claude · Meta AI · Apple Intelligence · Perplexity
#4,056 of 1,392,203 in Food & Beverage for AI visibility
54
5
AEO Visibility
iBorderline · 5.4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
10
AI Adoption
iBasic · 10/100
About The Microbiologist
from our crawl and measurement
"The Microbiologist is your first source for applied microbiology news, views, features and careers." That is how The Microbiologist introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
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 Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Fair
Press and news coverage.
Community
Fair
Forum and community discussion.
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 5.4/10, The Microbiologist has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for The Microbiologist
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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Source & Attribution
Scored by Engagemii on August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/the-microbiologist
Cite this score: Engagemii (2026). "AEO Score for The Microbiologist." Retrieved from https://engagemii.com/aeo/brands/the-microbiologist
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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