AI Visibility Scorecard
scholar.hasfailed.us
hasfailed.us · Media & Entertainment
Borderline visible. AI bots can crawl scholar.hasfailed.us, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,357,601 of 1,966,161 in Media & Entertainment for AI visibility
4
AEO Visibility
iBorderline · 4/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
2
AI Adoption
iBasic · 2/100
About scholar.hasfailed.us
from our crawl and measurement
Google Scholar has failed us. is a business whose own site puts it this way: "Google Scholar is a trans-exclusionary site. Don’t use it. Help us demand change." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
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
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.
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 4/10, scholar.hasfailed.us is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What’s wrong with Google Scholar?
Google Scholar, unlike competing platforms (such as ResearchGate, Semantic Scholar, and IA Scholar), provides no meaningful way for an author to update their name throughout the service. While it is possible to update your name and references on your profile page, these changes have no effect on Google Scholar search results.
Why is this so important?
Deadnaming is hate speech. It violates the code of conduct of many communities and creates a hostile work environment. Deadnaming – deliberately calling a trans person by their deadname – is done to trans people by their transphobic harassers to deny their ability to transition. Sadly, it is also done by bureaucracies and corporations, but this does not make it right.
Is this your brand?
The exact fixes for scholar.hasfailed.us
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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Source & Attribution
Scored by Engagemii on October 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hasfailed-us
Cite this score: Engagemii (2026). "AEO Score for scholar.hasfailed.us." Retrieved from https://engagemii.com/aeo/brands/hasfailed-us
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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