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AI Visibility Scorecard
Amber Ruddy for National Council
amberforalberta.com · Technology
At 2.8/10, Amber Ruddy for National Council is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 4 times
Apple Intelligence · Claude · Meta AI
#2,373,818 of 2,641,343 in Technology for AI visibility
2.8
/10
AEO Score
About Amber Ruddy for National Council
from our crawl and measurement
Amber Ruddy for National Council is a business whose own site puts it this way: "Together, we can achieve a strong, stable, national Conservative government under Pierre's leadership.Standing with the GrassrootsStanding with the GrassrootsStanding with the Grassroots." As far as answer engines are concerned it may as well not exist yet: 2.8 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
3
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
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
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
0
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 2.8/10, Amber Ruddy for National Council is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Amber Ruddy for National Council
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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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/amberforalberta
Cite this score: Engagemii (2026). "AEO Score for Amber Ruddy for National Council." Retrieved from https://engagemii.com/aeo/brands/amberforalberta
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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