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AI Visibility Scorecard
fred.my
orangperak.com · Media & Entertainment
Somewhat visible. AI bots can read fred.my, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 6 times
Amazon Alexa · Claude · Meta AI
#91,182 of 1,914,700 in Media & Entertainment for AI visibility
6
AEO Visibility
iVisible · 6.3/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About fred.my
from our crawl and measurement
fred.my is a business whose own site puts it this way: "Terokai pelbagai kisah dan cerita warisan sejarah, tokoh inspiratif, dan budaya Negeri Perak melalui artikel-artikel menarik di laman Orang Perak." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.3 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Person, Organization, WebSite). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and AmazonBot (Alexa AI).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
9
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
1
Social discussion and mentions.
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 6.3/10, fred.my has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for fred.my
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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/orangperak
Cite this score: Engagemii (2026). "AEO Score for fred.my." Retrieved from https://engagemii.com/aeo/brands/orangperak
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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