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AI Visibility Scorecard
Martin Baker - Solutions Architect
mrobbieb.com · Technology
Borderline visible. AI bots can crawl Martin Baker - Solutions Architect, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#1,424,558 of 2,641,190 in Technology for AI visibility
4.5
/10
AEO Score
About Martin Baker - Solutions Architect
from our crawl and measurement
"Martin Baker is a solutions architect specializing in AI and RAG development, WordPress engineering, and backend systems. Practical builds that ship, scale, and hold up in...." That is how Martin Baker introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
10
Clear headings and answer-style content.
Entity Clarity
9
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 4.5/10, Martin Baker - Solutions Architect is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Martin Baker - Solutions Architect
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.
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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/mrobbieb
Cite this score: Engagemii (2026). "AEO Score for Martin Baker - Solutions Architect." Retrieved from https://engagemii.com/aeo/brands/mrobbieb
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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