AI Visibility Scorecard
DEVHAPPY
At 2.3/10, DEVHAPPY is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Backlinks and Domain Authority. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
<1
2.3
-
Network Authority
iNot connected yet
0 relationships on record. Businesses average 3. Claim your page and Engagemii is your first.
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4
About DEVHAPPY
from our crawl and measurement
"Plateforme de micro-learning, formation et coaching orientée résultats pour les compétences digitales." That is how DEVHAPPY introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 2.3 out of 10.
Our crawl found structured data on the page (Organization, WebSite, ProfessionalService) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have read this profile once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- DEVHAPPY
- Website ·
- dev-labs.app
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 8, 2026
The 6 on-page 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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 2.3/10, DEVHAPPY is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
Quel résultat voulez-vous atteindre ?
Un affichage plus clair: 3 parcours sélectionnés, pensés pour passer à l'action rapidement.
Quelle est la différence entre un module, un parcours et un bundle ?
Un module est une unité d’apprentissage autonome. Un parcours assemble des modules dans un ordre guidé vers un objectif. Un bundle est une offre commerciale regroupant plusieurs modules.
Combien de temps faut-il pour terminer un parcours ?
Chaque parcours indique une durée estimée. Vous pouvez avancer à votre rythme et reprendre vos modules là où vous vous êtes arrêté.
Les certificats DEVLABS sont-ils vérifiables ?
Oui. Les modules certifiants génèrent un certificat partageable avec un lien de vérification public.
Is this your brand?
The exact fixes for DEVHAPPY
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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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.
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Source & Attribution
Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/dev-labs-app
Cite this score: Engagemii (2026). "AEO Score for DEVHAPPY." Retrieved from https://engagemii.com/aeo/brands/dev-labs-app
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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