AI Visibility Scorecard
Stuart Treasurer - Self Builders Friend
stuarttreasurer.com · Home & Living
Borderline visible. AI bots can crawl Stuart Treasurer - Self Builders Friend, 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 4 times
Meta AI · Claude
#1,042,528 of 1,375,399 in Home & Living for AI visibility
4
AEO Visibility
iNear-invisible · 3.9/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About Stuart Treasurer - Self Builders Friend
from our crawl and measurement
"I've also converted vans into campers, upcycled horse trailers into pop-up shops and fitted out retail stores." That is how Stuart Treasurer introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.
Our crawl found structured data on the page (WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Fair
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 3.9/10, Stuart Treasurer - Self Builders Friend is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Do you need a self-build friend?
You're planning a project Lots of ideas, wishlists, Pinterest boards...
Is this your brand?
The exact fixes for Stuart Treasurer - Self Builders Friend
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 Stuart Treasurer - Self Builders Friend.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/stuarttreasurer
Cite this score: Engagemii (2026). "AEO Score for Stuart Treasurer - Self Builders Friend." Retrieved from https://engagemii.com/aeo/brands/stuarttreasurer
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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