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AI Visibility Scorecard
Nick Sampson
nicksampson.com · Automotive
Somewhat visible. AI bots can read Nick Sampson, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#73,180 of 324,120 in Automotive for AI visibility
5.2
/10
AEO Score
About Nick Sampson
from nicksampson.com
Nick Sampson Mechanical Engineering Services Ltd offers expert plant machinery hire in Barnstaple, providing reliable solutions for all project needs.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
10
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
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 5.2/10, Nick Sampson has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Nick Sampson
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Nick Sampson.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/nicksampson
Cite this score: Engagemii (2026). "AEO Score for Nick Sampson." Retrieved from https://engagemii.com/aeo/brands/nicksampson
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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