AI Visibility Scorecard
AST Engineering
ast-engineering.net · Manufacturing & Industrial
At 2.19/10, AST Engineering 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
ChatGPT · Claude · Meta AI
Top 25% in Manufacturing & Industrial for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Manufacturing & Industrial average 14
See what's behind this score →2.19
AEO Visibility
iNear-invisible · 2.19/10
Manufacturing & Industrial average 1.6
See what's behind this score →-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Manufacturing & Industrial average 2. Claim your page and Engagemii is your first.
See what's behind this score →5
Muse Index Score
iAI agent readiness
Basic · 5/100
Manufacturing & Industrial average 18
See what's behind this score →0
About AST Engineering
from our crawl and measurement
AST Engineering is a business whose own site puts it this way: "Here, at AST Engineering, we will assist you or your company with the engineering development and production of your product." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.19 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have read this profile 4 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Meta AI.
- Company ·
- AST Engineering
- Website ·
- ast-engineering.net
- Industry ·
- Manufacturing & Industrial
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 2.19/10, AST Engineering is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Have additional questions?
We are happy to hear from you! If you have any additional questions, need some information, or if you want to make an inquiry please fill in the form below, and we will get back to you. Mailing Address AST Engineering 1606, str.Felix Kanitz 32 Sofia, Bulgaria Social Email [email protected] Phone +359 899 912 732 © AST Engineering Bulgaria Design: HTML5 UP
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 AST Engineering.
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/ast-engineering-net
Cite this score: Engagemii (2026). "AEO Score for AST Engineering." Retrieved from https://engagemii.com/aeo/brands/ast-engineering-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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