AI Visibility Scorecard
Society for Molecular Biology and Evolution
smbe.org · Membership Organizations
Somewhat visible. AI bots can read Society for Molecular Biology and Evolution, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Meta AI · Claude
#11,421 of 93,314 in Membership Organizations for AI visibility
6
AEO Visibility
iBorderline · 5.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Society for Molecular Biology and Evolution
from our crawl and measurement
"It publishes two peer-reviewed journals, hosts annual and satellite meetings, and recognizes excellence with awards." That is how Society for Molecular Biology and Evolution introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.6 out of 10, readable in places and missing in others.
On the page itself the strengths are clear: a clear heading structure and a clearly stated business identity. It is passable on basic crawler access and partial sitemap and link coverage. What holds it back is structured data describing the business and credibility markers like credentials or reviews.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The business dates to 1993.
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
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
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.
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
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 5.6/10, Society for Molecular Biology and Evolution has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How do we implement these values at SMBE?
Be mindful of how what one says may be perceived by others, and accepting of the divergence between intent and impact. Welcome and value the diverse backgrounds, identities, expectations, experiences, and perspectives of our community, including ones that may depart from “traditions” or “norms” of those historically holding powerful positions in a given field.
Is this your brand?
The exact fixes for Society for Molecular Biology and Evolution
Which AI engines already crawl you
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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/smbe-org
Cite this score: Engagemii (2026). "AEO Score for Society for Molecular Biology and Evolution." Retrieved from https://engagemii.com/aeo/brands/smbe-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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