AI Visibility Scorecard
code4lib 2024
2024.code4lib.org · Nonprofits
Visible to AI search. AI engines can read code4lib 2024, and Structured Data, Entity Clarity and E-E-A-T Signals are what would get it named ahead of competitors.
AI engines read this profile 18 times
Meta AI · Claude · ChatGPT · Perplexity
Top 1% in Nonprofits for AI visibility
87
AI Naming Predictability
iAI names companies like this often · 87/100
Nonprofits average 9
Top 1% of Nonprofits
See what's behind this score →6.98
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Nonprofits average 2. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Nonprofits average 14
See what's behind this score →?
About code4lib 2024
from our crawl and measurement
code4lib 2024 is one of the businesses we track in the Nonprofits space. To AI engines like ChatGPT and Perplexity it is visible, scoring 6.98 out of 10, with a few gaps left to close.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have read this profile 18 times in our tracking, including Meta AI, ClaudeBot (Anthropic) and GPTBot (ChatGPT).
- Company ·
- code4lib 2024
- Website ·
- 2024.code4lib.org
- Industry ·
- Nonprofits
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Weak
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Good
Forum and community discussion.
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 6.98/10, code4lib 2024 is visible with gaps to close; the signals above show which.
Frequently Asked Questions
What Comes Next?
Code4Lib 2025 Attendees, fill out the post-conference survey!
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.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for code4lib 2024.
Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/2024-code4lib-org
Cite this score: Engagemii (2026). "AEO Score for code4lib 2024." Retrieved from https://engagemii.com/aeo/brands/2024-code4lib-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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