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AI Visibility Scorecard
Learn APIs with Kevin
swiber.dev · Technology
Somewhat visible. AI bots can read Learn APIs with Kevin, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#370,401 of 2,808,083 in Technology for AI visibility
5.8
/10
AEO Score
About Learn APIs with Kevin
from our crawl and measurement
"APIs of all shapes and sizes, human beings full of surprises. Kevin Swiber is a software engineering architecture, and developer tools advocate, having focused on distributed systems, APIs." That is how Learn APIs with Kevin introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.8 out of 10, readable in places and missing in others.
On the page it is passable on a workable page structure, a partly stated business identity and basic crawler access. What holds it back is sitemaps and entity links AI can follow, structured data describing the business and credibility markers like credentials or reviews.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established and there is little discussion of it. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
3
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 5.8/10, Learn APIs with Kevin has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Learn APIs with Kevin
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/swiber-dev
Cite this score: Engagemii (2026). "AEO Score for Learn APIs with Kevin." Retrieved from https://engagemii.com/aeo/brands/swiber-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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