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AI Visibility Scorecard
John Newbery
johnnewbery.com · Technology
Somewhat visible. AI bots can read John Newbery, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#465,549 of 2,623,115 in Technology for AI visibility
5.5
/10
AEO Score
About John Newbery
from our crawl and measurement
"John Newbery About Blog Talks Energy and Decentralization The Economics of Public EV Charging in the UK February 8, 2023 An analysis of breakeven prices for public EV chargers in the UK." That is how John Newbery introduces itself. Its AI visibility score is 5.5 out of 10: the engines can find it, but they do not have much to hold on to.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
4
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
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
8
Inbound links from other sites.
Domain Trust
3
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 5.5/10, John Newbery has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for John Newbery
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/johnnewbery
Cite this score: Engagemii (2026). "AEO Score for John Newbery." Retrieved from https://engagemii.com/aeo/brands/johnnewbery
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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