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AI Visibility Scorecard
Scott Murray — scottmurray
alignedleft.com · Technology
Somewhat visible. AI bots can read Scott Murray — scottmurray, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#478,054 of 3,812,436 in Technology for AI visibility
5.4
/10
AEO Score
About Scott Murray — scottmurray
from alignedleft.com
Scott Murray
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
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
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 Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
5
Forum and community discussion.
0
No Reddit mentions 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 5.4/10, Scott Murray — scottmurray has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Scott Murray — scottmurray
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Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 15, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/alignedleft
Cite this score: Engagemii (2026). "AEO Score for Scott Murray — scottmurray." Retrieved from https://engagemii.com/aeo/brands/alignedleft
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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