AI Visibility Scorecard
The full cycle developer blog
fullcycledeveloper.com · Technology
At 2.44/10, The full cycle developer blog 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, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 4 times
Claude · Meta AI
19
AI Naming Predictability
iRarely named · 19/100
Technology average 28
Top 49% of Technology
See what's behind this score →2.44
-
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 →5
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About The full cycle developer blog
from our crawl and measurement
"A blog by Geert van der Cruijsen about all aspects of software development." That is how The full cycle developer blog introduces itself. When AI engines look at it, they find little to work with. It scores 2.44 out of 10.
The site gets some of it right: it has a sitemap, a readable heading structure, substantial page content. What holds it back is what is absent, including structured data describing the business, an llms.txt file.
- Company ·
- The full cycle developer blog
- Website ·
- fullcycledeveloper.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 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
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 2.44/10, The full cycle developer blog is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
My blog using Hugo hosted on Github Pages, what is in the box?
I wanted to create a blog website that was based on markdown files that i could store in git. I already had some experience with GitHub Pages so I though lets see how hard that is.
Contract first or Code first?
Although I want to share my contract as soon as possible I don’t like these API contract designer tools. My approach is often just creating an empty API in Asp.Net Core by defining the controllers and classes that define the contract. Adding Swashbuckle to your project will generate a Swagger file / Open API Spec based on the controllers and classes that you can use to document your API.
Is this your brand?
The exact fixes for The full cycle developer blog
Which AI engines already crawl you
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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/fullcycledeveloper
Cite this score: Engagemii (2026). "AEO Score for The full cycle developer blog." Retrieved from https://engagemii.com/aeo/brands/fullcycledeveloper
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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