AI Visibility Scorecard
DevForge Academy
devforgeacademy.com · Education
Somewhat visible. AI bots can read DevForge Academy, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 3 times
Claude
#133,445 of 937,395 in Education for AI visibility
6
AEO Visibility
iBorderline · 5.7/10
55
Muse Index Score
iAI agent readiness
Agent-ready · 55/100
14
AI Adoption
iBasic · 14/100
About DevForge Academy
from our crawl and measurement
"Free coding tutorials, references, exercises, and quizzes for 40+ programming languages and frameworks." That is how DevForge Academy introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.7 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite, Organization, FAQPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
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 5.7/10, DevForge Academy has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
Which one are you?
Two different jobs, two different doors. Pick the one that sounds like your week.I run a service businessQuotes, reviews, your Google presence, the website, the follow-up nobody has time for.
Is this your brand?
The exact fixes for DevForge Academy
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 DevForge Academy.
Source & Attribution
Scored by Engagemii on August 27, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/devforgeacademy
Cite this score: Engagemii (2026). "AEO Score for DevForge Academy." Retrieved from https://engagemii.com/aeo/brands/devforgeacademy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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