AI Visibility Scorecard
#Ready4Repeal
ready4repeal.com · Education
Somewhat visible. AI bots can read #Ready4Repeal, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Meta AI · Claude
#242,502 of 937,393 in Education for AI visibility
5
AEO Visibility
iBorderline · 5.3/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About #Ready4Repeal
from our crawl and measurement
#Ready4Repeal is a business whose own site puts it this way: "<p>‘Ready 4 Repeal’ is an online movement petitioning for the repeal of Section 377A of the Singapore Penal Code.</p>." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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.
Off-page authority
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
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 5.3/10, #Ready4Repeal has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What’s so important about this Penal Code Review?
The Penal Code review is a long and comprehensive process which doesn’t happen often.
What are the effects of 377A?
Even if it’s not enforced, Section 377A relegates our gay friends and relatives to second class citizenship by signalling that what they do, and who they are, is condemnable and wrong.The broader implications of this law results in:Poor physical and mental health outcomes for LGBTQ+ people;Harassment and discrimination against LGBTQ+ employees in the workplace, often with impunity;Denial of legal registration to.
What can you do?
If you share our vision of a more inclusive Singapore that treats all her citizens equally, please sign this petition and speak out.
Is this your brand?
The exact fixes for #Ready4Repeal
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
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ready4repeal
Cite this score: Engagemii (2026). "AEO Score for #Ready4Repeal." Retrieved from https://engagemii.com/aeo/brands/ready4repeal
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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