AI Visibility Scorecard
devbystack
Borderline visible. AI bots can crawl devbystack, 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 3 times
Claude
3
3.9
-
Network Authority
iNot connected yet
0 relationships on record. Businesses average 3. Claim your page and Engagemii is your first.
See what's behind this score →40
0
About devbystack
from our crawl and measurement
"Sites vitrines, plateformes sur-mesure et automatisation pour artisans, indépendants et petites structures. Diagnostic gratuit en 2 minutes." That is how devbystack introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.
Our crawl found structured data on the page (WebSite, Organization), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic).
- Company ·
- devbystack
- Website ·
- devbystack.com
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Oct 17, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Strong
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
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 read your site and name it in answers. At 3.9/10, devbystack is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Et si votre projet n'avait pas besoin de ce que vous pensez ?
Entre site vitrine, automatisation, application métier ou simple optimisation de l'existant, pas toujours évident de savoir par où commencer. En quelques questions, ce diagnostic vous oriente vers la piste la plus cohérente avec votre situation — une façon de prendre du recul avant d'aller plus loin. Faire le point /05 — l'atelier [live]
Is this your brand?
The exact fixes for devbystack
Which AI engines already crawl you
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on October 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/devbystack
Cite this score: Engagemii (2026). "AEO Score for devbystack." Retrieved from https://engagemii.com/aeo/brands/devbystack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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