AI Visibility Scorecard
Bermaki's Blog - A Software Developer's Journey
bermaki.com · Technology
At 2.41/10, Bermaki's Blog - A Software Developer's Journey 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 1 times
Apple Intelligence
Top 10% in Technology for AI visibility
20
AI Naming Predictability
iRarely named · 20/100
Technology average 28
Top 49% of Technology
See what's behind this score →2.41
-
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
0
About Bermaki's Blog - A Software Developer's Journey
from our crawl and measurement
"Discover guides and best practices for Drupal development alongside a wealth of insights on various software topics." That is how Bermaki's Blog - A Software Developer's Journey introduces itself. When AI engines look at it, they find little to work with. It scores 2.41 out of 10.
The site gets some of it right: it has a sitemap, a readable heading structure. What holds it back is what is absent, including structured data describing the business, an llms.txt file.
- Company ·
- Bermaki's Blog - A Software Developer's Journey
- Website ·
- bermaki.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
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
Good
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 2.41/10, Bermaki's Blog - A Software Developer's Journey is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
How to customize your DDEV installation - Debugging and additional parameters?
#DDEV#linux#ubuntu#PHP#xDebugA detailed guide on how to match your local DDEV environment to your client's server.
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.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Bermaki's Blog - A Software Developer's Journey.
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/bermaki
Cite this score: Engagemii (2026). "AEO Score for Bermaki's Blog - A Software Developer's Journey." Retrieved from https://engagemii.com/aeo/brands/bermaki
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform