AI Visibility Scorecard
Tinker Citadel — We design websites and apps. For you. And for us.
tinkercitadel.com · Technology
At 0.37/10, Tinker Citadel — We design websites and apps. For you. And for us. is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Entity Clarity and E-E-A-T Signals. That is fixable, and the signals below show where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
7
AI Naming Predictability
iRarely named · 7/100
Technology average 28
Top 80% of Technology
See what's behind this score →0.37
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Technology average 17
See what's behind this score →0
About Tinker Citadel — We design websites and apps. For you. And for us.
from our crawl and measurement
"Tinker Citadel is a small design and engineering studio. We build websites and apps for our clients, and a handful of our own." That is how Tinker Citadel — We design websites and apps. For you. And for us. introduces itself. When AI engines look at it, they find little to work with. It scores 0.37 out of 10.
The gap is on the page itself: the site is missing structured data describing the business, an llms.txt file, a sitemap, which are the first things an answer engine looks for.
- Company ·
- Tinker Citadel — We design websites and apps. For you. And for us.
- Website ·
- tinkercitadel.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
Clear headings and answer-style content.
Entity Clarity
Weak
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
Weak
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 0.37/10, Tinker Citadel — We design websites and apps. For you. And for us. is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tinkercitadel
Cite this score: Engagemii (2026). "AEO Score for Tinker Citadel — We design websites and apps. For you. And for us.." Retrieved from https://engagemii.com/aeo/brands/tinkercitadel
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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