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AI Visibility Scorecard
AI & System Design
devcon.hashnode.dev · Technology
Borderline visible. AI bots can crawl AI & System Design, 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 1 times
Claude
#1,825,747 of 2,825,433 in Technology for AI visibility
4.3
/10
AEO Score
About AI & System Design
from our crawl and measurement
"Exploring AI, scalable systems, and modern engineering design. Insights on building intelligent and scalable systems. Deep dives into AI and system architecture." That is how AI & System Design introduces itself. To AI engines like ChatGPT and Perplexity it is close to invisible, scoring 2.4 out of 10.
Almost none of the machinery AI engines read is present, including structured data describing the business, an llms.txt file, a sitemap.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
0
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
2
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
6
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
8
Forum and community discussion.
0
No Reddit mentions 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 4.3/10, AI & System Design is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for AI & System Design
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Tech Shoppers Do More Research Than Anyone. Are You There When They're Looking?
Tech buyers are the most research-intensive shoppers on the internet.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for AI & System Design.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/devcon-hashnode-dev
Cite this score: Engagemii (2026). "AEO Score for AI & System Design." Retrieved from https://engagemii.com/aeo/brands/devcon-hashnode-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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