AI Visibility Scorecard
Evan Maus | Economics, Data Science & AI
evwillow.com · Media & Entertainment
Borderline visible. AI bots can crawl Evan Maus | Economics, Data Science & AI, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 5 times
Claude · Apple Intelligence · Parallel
#1,723,996 of 1,966,257 in Media & Entertainment for AI visibility
6
AI Naming Predictability
iRarely named · 6/100
Media & Entertainment average 17
Top 61% of Media & Entertainment
See what's behind this score →3.5
AEO Visibility
iNear-invisible · 3.5/10
Media & Entertainment average 4.2
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Media & Entertainment average 3. Claim your page and Engagemii is your first.
See what's behind this score →50
Muse Index Score
iAI agent readiness
Agent-ready · 50/100
Media & Entertainment average 15
See what's behind this score →5
About Evan Maus | Economics, Data Science & AI
from our crawl and measurement
Evan Maus is a Berkeley, CA business whose own site puts it this way: "Evan Maus - UC Berkeley Economics & Data Science student, full-stack developer, and quantitative researcher. Building production web applications, ML systems, and trading tools." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
On its own pages the site does well on structured data describing the business and a clearly stated business identity. It is passable on basic crawler access and partial sitemap and link coverage. What holds it back is a heading structure that lays out what it offers and credibility markers like credentials or reviews.
Off the page there is only faint evidence that only a handful of sites link to it. Beyond that, the domain does not yet read as established, 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. None of that can be fixed on the page: it has to be earned.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
- Company ·
- Evan Maus | Economics, Data Science & AI
- Website ·
- evwillow.com
- Industry ·
- Media & Entertainment
- Location ·
- Berkeley, CA
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Aug 2, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
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
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
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 read your site and name it in answers. At 3.5/10, Evan Maus | Economics, Data Science & AI is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Evan Maus | Economics, Data Science & AI
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/evwillow
Cite this score: Engagemii (2026). "AEO Score for Evan Maus | Economics, Data Science & AI." Retrieved from https://engagemii.com/aeo/brands/evwillow
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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