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AI Visibility Scorecard
SWE Handbook
swehandbook.com · Technology
At 2.4/10, SWE Handbook is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 1 times
Claude
#2,387,563 of 2,533,802 in Technology for AI visibility
2.4
/10
AEO Score
About SWE Handbook
from swehandbook.com
Finding software engineering hard? Same! SWE Handbook aims to make it easier by sharing my firsthand insights on networking, databases, and more. Click to read SWE Handbook, by Nicholas Lim, a Substack publication. Launched 2 years ago.
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
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
3
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
1
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
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 2.4/10, SWE Handbook is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for SWE Handbook
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/swehandbook
Cite this score: Engagemii (2026). "AEO Score for SWE Handbook." Retrieved from https://engagemii.com/aeo/brands/swehandbook
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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