AI Visibility Scorecard
Full
fullstacktao.com · Technology
Borderline visible. AI bots can crawl Full, 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 4 times
Claude · Meta AI
#1,603,904 of 2,707,329 in Technology for AI visibility
36
AI Naming Predictability
iSometimes named · 36/100
4
AEO Visibility
iBorderline · 4.4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
4
AI Adoption
iBasic · 4/100
About Full
from our crawl and measurement
"A comprehensive guide to mastering the art of full-stack development. Learn timeless software design principles for maintainable code." That is how Full introduces itself. When AI engines look at it, they find little to work with. It scores 4.4 out of 10.
On its own pages the site does well on a clear heading structure and sitemaps and entity links AI can follow. It is passable on basic crawler access. 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, almost no other sites link to it, the domain does not yet read as established, 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. None of that can be fixed on the page: it has to be earned.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
The 6 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
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
Strong
Sitemaps and entity links AI can follow.
Off-page authority
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.
What this score means
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 4.4/10, Full is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is this book?
Software development is about more than shipping features, it's about building code that stands the test of time and remains adaptable to changing requirements.This book teaches principles of maintainable software design, demonstrating how key patterns apply across REST APIs, front-end state, or tiny scripts.By the end, you'll refine your taste in code, knowing how to create maintainable software in any.
What will you learn?
CONCEPTLocality of BehaviorThings that change together should be close together — this gives us better maintainability.PRINCIPLECohesive ModulesWe don't make changes to all our requests at once, nor do we change all our schemas together.RESULTEasy ModificationsWhen we have to make changes, it's most likely in the context of a single request.
Is this your brand?
The exact fixes for Full
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Full.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fullstacktao
Cite this score: Engagemii (2026). "AEO Score for Full." Retrieved from https://engagemii.com/aeo/brands/fullstacktao
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