AI Visibility Scorecard
groups.fsf.org
groups.fsf.org · Nonprofits
At 3.57/10, groups.fsf.org is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Entity Clarity and Technical AEO. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude
Top 1% in Nonprofits for AI visibility
61
AI Naming Predictability
iRarely named · 61/100
Nonprofits average 9
Top 3% of Nonprofits
See what's behind this score →3.57
-
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 →0
About groups.fsf.org
from our crawl and measurement
groups.fsf.org describes itself simply: "All Pages (Group names) About LibrePlanet Conference Participate FSF resources FSF community Support LibrePlanet LibrePlanet activists Wiki helpers Meet the team Contents 1 Welcome aboard." When AI engines look at it, they find little to work with. It scores 3.57 out of 10.
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 3 times in our tracking, including ClaudeBot (Anthropic).
- Company ·
- groups.fsf.org
- Website ·
- groups.fsf.org
- Industry ·
- Nonprofits
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 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
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
Weak
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
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Strong
Forum and community discussion.
Social Mentions
Good
Social discussion and mentions.
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 3.57/10, groups.fsf.org is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/groups-fsf-org
Cite this score: Engagemii (2026). "AEO Score for groups.fsf.org." Retrieved from https://engagemii.com/aeo/brands/groups-fsf-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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