AI Visibility Scorecard
Front Page — Free Software Foundation — working together for free software
fsf.org · Nonprofits
Borderline visible. AI bots can crawl Front Page — Free Software Foundation — working together for free software, 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 9 times
Meta AI · ChatGPT · Apple Intelligence · Claude
#14,179 of 827,751 in Nonprofits for AI visibility
62
AI Naming Predictability
iRarely named · 62/100
Nonprofits average 9
Top 2% of Nonprofits
See what's behind this score →4.6
-
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 →5
?
About Front Page — Free Software Foundation — working together for free software
from our crawl and measurement
Front Page — Free Software Foundation — working together for free software describes itself simply: "Members forum About Campaigns Licensing Membership Resources Community ♥Donate♥ Shop Search Info The Free Software Foundation (FSF) is a nonprofit with a worldwide mission to...." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places, missing in others.
Under the hood there is a sitemap and a readable heading structure and substantial page content, but the score is capped by what is missing: structured data describing the business, an llms.txt file.
- Company ·
- Front Page — Free Software Foundation — working together for free software
- Website ·
- fsf.org
- Industry ·
- Nonprofits
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Jul 31, 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
Fair
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
Good
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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
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 4.6/10, Front Page — Free Software Foundation — working together for free software is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Front Page — Free Software Foundation — working together for free software
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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.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/fsf-org
Cite this score: Engagemii (2026). "AEO Score for Front Page — Free Software Foundation — working together for free software." Retrieved from https://engagemii.com/aeo/brands/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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