AI Visibility Scorecard
Peter Stott
peterstott.org · Education
Borderline visible. AI bots can crawl Peter Stott, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
Claude
#861,194 of 936,906 in Education for AI visibility
3
AEO Visibility
iNear-invisible · 3.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Peter Stott
from peterstott.org
Peter Stott Scientist and author Search Icon Search for: Menu Toggle Icon Skip to content Hot Air About me Blog Contact Forthcoming talks Hot Air and the Arvon Foundation On 7th September 2022, I was the guest reader for a course run by the Arvon Foundation on popular science writing.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 3.2/10, Peter Stott is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Peter Stott
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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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/peterstott-org
Cite this score: Engagemii (2026). "AEO Score for Peter Stott." Retrieved from https://engagemii.com/aeo/brands/peterstott-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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