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AI Visibility Scorecard
codeberg.page · Technology
Somewhat visible. AI bots can read Codeberg Pages, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · Apple Intelligence
#65,252 of 2,810,206 in Technology for AI visibility
6.7
/10
AEO Score
from our crawl and measurement
Codeberg Pages is a business whose own site puts it this way: "It's quick, easy, free & fast - just put your open source project's homepage, developer blog or web experiment into a Git repository at Codeberg, and we'll do the rest." Its AI visibility score is 6.7 out of 10: the engines can find it, but they do not have much to hold on to.
The page falls short on a heading structure that lays out what it offers, the technical files AI engines look for, such as llms.txt or an open robots.txt, sitemaps and entity links AI can follow, structured data describing the business, a clearly stated business identity and credibility markers like credentials or reviews.
Off the page, other sites link to it, the domain reads as established, people discuss it in places AI engines read and it comes up on Reddit. There is some, but not much, sign that press coverage is thin. Beyond that, AI engines do not yet recognise it as a distinct business.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri). The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
3
Clear headings and answer-style content.
Entity Clarity
1
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
5
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
1
Press and news coverage.
Community
8
Forum and community discussion.
7
Reddit mentions and discussion.
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 6.7/10, Codeberg Pages has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Codeberg Pages
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Weekly ChatGPT & Claude citation tracking
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Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/codeberg-page
Cite this score: Engagemii (2026). "AEO Score for Codeberg Pages." Retrieved from https://engagemii.com/aeo/brands/codeberg-page
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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