AI Visibility Scorecard
codebar
codebar.io · Technology
Somewhat visible. AI bots can read codebar, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 12 times
Claude · Apple Intelligence · Meta AI
#154,575 of 2,705,353 in Technology for AI visibility
6
AEO Visibility
iVisible · 6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About codebar
from our crawl and measurement
codebar describes itself simply: "Making tech more diverse and welcoming by bringing people together and helping teach programming skills." Its AI visibility score is 6.0 out of 10: the engines can find it, but they do not have much to hold on to.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 9 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
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
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6/10, codebar has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
How to support us?
Volunteer Fundraise Donate Job Board Sign in Donate We’re beyond proud to launch our 2025 Impact Report, which you can read here - impact-report.codebar.io codebar is a charity that facilitates the growth of a diverse tech community by running free regular programming workshops for underrepresented groups in tech.
Is this your brand?
The exact fixes for codebar
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for codebar.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codebar-io
Cite this score: Engagemii (2026). "AEO Score for codebar." Retrieved from https://engagemii.com/aeo/brands/codebar-io
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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