AI Visibility Scorecard
weaselhat.com · Technology
Somewhat visible. AI bots can read weaselhat, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Claude · Meta AI
#226,643 of 2,707,789 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.8/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
weaselhat is a business whose own site puts it this way: "weaselhat Skip to content Homeboolopt Bread MA158 PHPEnkoder About/Contact this website has been archived; new content will appear at https://blog.greenberg.science/ I’m looking for." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 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 once in our tracking, including ClaudeBot (Anthropic).
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
Good
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
Fair
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
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
Good
Forum and community discussion.
Social Mentions
Weak
No social discussion found yet.
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 5.8/10, weaselhat has a working base to build on - fixable, and the signals above are where to start.
Who will you work with?
Me and my students, naturally! But also Stevens has about thirty research faculty, and we’re growing fast. We have a great group of people interested in PL, security, and systems: Eduardo Bonelli, Tegan Brennan, Dominic Duggan, Will Eiers, Eric Koskinen, Philippe Meunier, David Naumann, Susanne Wetzel, and Xiaodong Yu.
When is synthesis not worthwhile?
We’ve seen three examples of program synthesis that have clearly provided value in the real world. Flash Fill, Fiat Cryptography, and RLIBM are clearly worthwhile.
What’s hard about KAT?
On its own, KAT proves plenty of nice theorems, but none of them reason about particular program behaviors. In the code snippet above, xGt0, incY, and decX are uninterpreted—there’s no relationship between, say xGt0 and decX. That is, you might expect that ¬xGt0;decX;¬xGt0 is equivalent to ¬xGt0;decX, because decrementing a number less than or equal to 0 will yield a number that is also less than or equal to 0.
What’s the catch?
There’s more than one way to cook a KAT. KMT generates KATs with tracing semantics, i.e., the exact trace of actions matters. In KAT+B! or NetKAT, later
Is this your brand?
The exact fixes for weaselhat
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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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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/weaselhat
Cite this score: Engagemii (2026). "AEO Score for weaselhat." Retrieved from https://engagemii.com/aeo/brands/weaselhat
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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