AI Visibility Scorecard
Integrative Biology
ib.berkeley.edu · Education
Well-positioned for AI search. The breakdown below shows where Integrative Biology is still leaving points on the table.
AI engines read this profile 13 times
Meta AI · Claude · Apple Intelligence
#2,017 of 937,379 in Education for AI visibility
7
AEO Visibility
iVisible · 7.4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Integrative Biology
from our crawl and measurement
Integrative Biology is a Berkeley, CA business whose own site puts it this way: "Read the full story, featured as the cover article in Science." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.4 out of 10.
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 4 times in our tracking, including Meta AI and ClaudeBot (Anthropic).
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
Fair
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
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Strong
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Strong
Social discussion and mentions.
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 7.4/10, Integrative Biology has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Integrative Biology
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/ib-berkeley-edu
Cite this score: Engagemii (2026). "AEO Score for Integrative Biology." Retrieved from https://engagemii.com/aeo/brands/ib-berkeley-edu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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