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AI Visibility Scorecard
The Sunlight CT Log
sunlight.dev · Technology
Somewhat visible. AI bots can read The Sunlight CT Log, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude
#349,856 of 2,609,994 in Technology for AI visibility
5.7
/10
AEO Score
About The Sunlight CT Log
from our crawl and measurement
The Sunlight CT Log describes itself simply: "The Sunlight CT Log Sunlight is a Certificate Transparency log implementation and monitoring API designed for scalability, ease of operation, and reduced cost." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.7 out of 10, readable in places and missing in others.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 2 times 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
5
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 5.7/10, The Sunlight CT Log has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for The Sunlight CT Log
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?
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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/sunlight-dev
Cite this score: Engagemii (2026). "AEO Score for The Sunlight CT Log." Retrieved from https://engagemii.com/aeo/brands/sunlight-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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