AI Visibility Scorecard
donalpsmith.com · Technology
Somewhat visible. AI bots can read donalpsmith, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 9 times
Claude · Apple Intelligence · Meta AI · Perplexity
#323,776 of 2,707,329 in Technology for AI visibility
6
AEO Visibility
iBorderline · 5.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
donalpsmith describes itself simply: "Apparently the metrics show that this section is one of the most read items within the newsletter and I was interviewed because I was deemed a Collaboration Guru and might have something." Its AI visibility score is 5.6 out of 10: the engines can find it, but they do not have much to hold on to.
Under the hood there is a sitemap and a readable heading structure, but the score is capped by what is missing: structured data describing the business, an llms.txt file.
Our monitoring has logged 2 AI crawler visits here: the engines come, the question is what they find.
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
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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.
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 5.6/10, donalpsmith has a working base to build on - fixable, and the signals above are where to start.
What is TOGAF?
TOGAF is an acronym for The Open Group Architecture Framework. It’s a widely used enterprise architecture framework and associated vendor-agnostic architecture development methodology (another meaning for the #ADM TLA!). Arguably it’s the most prominent and reliable one in existence, although many others exist today most have common elements with TOGAF e.g.
Why get certified?
At my client – Shell, all architects need to be TOGAF certified. This is because their architecture function follows TOGAF, it’s principles, guidelines and Architecture Development Methodology rigorously. Although my current role is not as an Architect (long story), learning and passing TOGAF certification has been very useful to understand all terminology, roles, process and deliverables.
What were the exams like?
Both exams were taken at a third party testing facility in the same sitting. For me, this was only a 15 minute drive to a dilapidated office building on a small industrial estate. They took it very seriously though – I was ordered to hand over any possessions, searched and then marched to a testing booth with a PC, a wipe-clean notepad and with CCTV monitoring me whilst I sat the exam.
Is this your brand?
The exact fixes for donalpsmith
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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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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/donalpsmith
Cite this score: Engagemii (2026). "AEO Score for donalpsmith." Retrieved from https://engagemii.com/aeo/brands/donalpsmith
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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