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AI Visibility Scorecard
Faces of Open Source
www.facesofopensource.com · Technology
Borderline visible. AI bots can crawl Faces of Open Source, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.
AI engines read this profile 1 times
ChatGPT
#1,835,658 of 2,623,115 in Technology for AI visibility
4
/10
AEO Score
About Faces of Open Source
from our crawl and measurement
Faces of Open Source is a business whose own site puts it this way: "All Faces. Faces of Open Source is an on-going photographic documentation of the people behind the development and advancement of the open source revolution that has transformed the." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including GPTBot (ChatGPT).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
0
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
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.
Off-page authority
How the web signals your brand to AI
Backlinks
0
No inbound links found yet.
Domain Trust
2
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
7
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 4/10, Faces of Open Source is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Faces of Open Source
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?
Tech buyers are the most research-intensive shoppers on the internet.
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Source & Attribution
Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/www-facesofopensource
Cite this score: Engagemii (2026). "AEO Score for Faces of Open Source." Retrieved from https://engagemii.com/aeo/brands/www-facesofopensource
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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