AI Visibility Scorecard
fullstack-testing.com · Education
Borderline visible. AI bots can crawl Fullstack Testing Academy, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 2 times
Claude
#640,317 of 937,395 in Education for AI visibility
32
AI Naming Predictability
iSometimes named · 32/100
4
AEO Visibility
iBorderline · 4.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"All you need to know about full-stack Web application testing and automation, from unit, integration, e2e tests and automation to CI/CD and security testing (and more!) in one single place." That is how Fullstack Testing Academy introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
On the page itself the strengths are clear: a clear heading structure. It is passable on basic crawler access and partial sitemap and link coverage. What holds it back is a clearly stated business identity, credibility markers like credentials or reviews and structured data describing the business.
Off the page there is only faint evidence that the domain is only lightly established. Beyond that, almost no other sites link to it, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
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
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
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
Weak
No inbound links found yet.
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 4.2/10, Fullstack Testing Academy is crawlable but under-signaled - fixable, and the signals above are where to start.
What is included in the Academy?
VALUE €1200 8-week learning program in the form of on-demand video lessons + ALL bonus modules VALUE €800 Access to the weekly LIVE Q&A (show your screen & code!) VALUE €600 8 weeks of premium support to solve coding and design challenges VALUE €200 Access to the fruitful Discord community of devs learning together & discussing unique cases VALUE €100 English captions for every video lesson (with one-click.
Is there another way?
Of course! You can be learning on your own, googling, writing questions on StackOverflow, etc. But it takes a lot of time... What I am offering you is a MASSIVE shortcut in a supportive learning enviroment. Take a look at what Ales said. 👨🎓
Is this your brand?
The exact fixes for Fullstack Testing Academy
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fullstack-testing
Cite this score: Engagemii (2026). "AEO Score for Fullstack Testing Academy." Retrieved from https://engagemii.com/aeo/brands/fullstack-testing
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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