AI Visibility Scorecard
multispecieslab.net · Education
At 2.98/10, multispecies lab is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 11 times
Claude · Meta AI · Parallel · Perplexity
Top 25% in Education for AI visibility
19
AI Naming Predictability
iRarely named · 19/100
Education average 14
Top 20% of Education
See what's behind this score →2.98
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →5
0
from our crawl and measurement
multispecies lab is a business whose own site puts it this way: "Explore the Multispecies Lab's work on ecological empathy, design, and scholarship for multispecies coexistence amid environmental crises in New York City." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.98 out of 10.
On the page itself the strengths are clear: a clear heading structure, a clearly stated business identity, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. What holds it back is structured data describing the business and credibility markers like credentials or reviews.
Off the page there is only faint evidence that only a handful of sites link to it and 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.
AI crawlers have read this profile 11 times in our tracking, including ClaudeBot (Anthropic), Meta AI and ShapBot (Parallel).
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
Weak
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.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 2.98/10, multispecies lab is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
the kinship with trees and forests: how to cultivate reciprocal relationships with trees and forests?
A cross-disciplinary roundtable exploring creative, scientific, and ethical relationships with trees and forests. read more
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/multispecieslab-net
Cite this score: Engagemii (2026). "AEO Score for multispecies lab." Retrieved from https://engagemii.com/aeo/brands/multispecieslab-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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