AI Visibility Scorecard
William Weng: Blog, Article, Notes, and More
williamweng.com · Media & Entertainment
Borderline visible. AI bots can crawl William Weng: Blog, Article, Notes, and More, 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 1 times
Claude
#1,750,805 of 1,966,671 in Media & Entertainment for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About William Weng: Blog, Article, Notes, and More
from our crawl and measurement
"William write about digital health, AI, and some of his random thoughts. Feel free to drop by and say hello!." That is how William Weng: Blog, Article, Notes, and More introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
On the page it is passable on a workable page structure and basic crawler access. What holds it back is a clearly stated business identity, sitemaps and entity links AI can follow, structured data describing the business and credibility markers like credentials or reviews.
Off the page, almost no other sites link to it, 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. Those are earned elsewhere on the web, not fixed on the site itself.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
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.
Off-page authority
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 3.5/10, William Weng: Blog, Article, Notes, and More is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why I am writing a blog?
[Livongo Series] History of Livongo: The VC LandscapeDecember 14, 2020|Digital HealthLivongo Health is early in the chronic condition management space. In its early days, it had to compete with numerous other digital health segments for funding.
Is this your brand?
The exact fixes for William Weng: Blog, Article, Notes, and More
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/williamweng
Cite this score: Engagemii (2026). "AEO Score for William Weng: Blog, Article, Notes, and More." Retrieved from https://engagemii.com/aeo/brands/williamweng
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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