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AI Visibility Scorecard
Andy Matthews Studio
roachmatthews.com · E-commerce
At 2.8/10, Andy Matthews Studio is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 1 times
Claude
#467,073 of 520,768 in E-commerce for AI visibility
2.8
/10
AEO Score
About Andy Matthews Studio
from our crawl and measurement
Andy Matthews Studio describes itself simply: "London architecture studio designing residential, retail, workspace, education, and cultural projects with sustainable, collaborative practices." To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.8 out of 10.
On the page itself the strengths are clear: a clearly stated business identity. It is passable on some structured data, basic crawler access and partial sitemap and link coverage. What holds it back is a heading structure that lays out what it offers and credibility markers like credentials or reviews.
Off the page, almost no other sites link to it, the domain does not yet read as established, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
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
0
Little domain authority yet.
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 2.8/10, Andy Matthews Studio is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Andy Matthews Studio
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The $4.6 Trillion Problem Every E-Commerce Brand Ignores
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/roachmatthews
Cite this score: Engagemii (2026). "AEO Score for Andy Matthews Studio." Retrieved from https://engagemii.com/aeo/brands/roachmatthews
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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