AI Visibility Scorecard
Change.org
harkatstatement.com · Legal
Somewhat visible. AI bots can read Change.org, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Meta AI · Apple Intelligence · Claude · Perplexity
#36,795 of 388,859 in Legal for AI visibility
6
AEO Visibility
iBorderline · 5.8/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Change.org
from our crawl and measurement
Change.org describes itself simply: "Friends, I agree when Prime Minister Justin Trudeau says: No one ever deserves to be tortured. So why is the Trudeau government trying to deport my husband, Mohamed (Moe) Harkat, to." 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 structured data on the page (Article, BreadcrumbList, Person), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Strong
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
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 5.8/10, Change.org has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Change.org
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 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/harkatstatement
Cite this score: Engagemii (2026). "AEO Score for Change.org." Retrieved from https://engagemii.com/aeo/brands/harkatstatement
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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