AI Visibility Scorecard
This Week in GNOME
thisweek.gnome.org · Nonprofits
Borderline visible. AI bots can crawl This Week in GNOME, 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 · Claude · ShapBot
#16,196 of 827,739 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 →5
-
Network Authority
iNot connected yet
Nonprofits average 0.0
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 This Week in GNOME
from our crawl and measurement
This Week in GNOME describes itself simply: "Updates on what happens across the GNOME project from week to week." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.7 out of 10.
The page falls short on a heading structure that lays out what it offers, a clearly stated business identity, the technical files AI engines look for, such as llms.txt or an open robots.txt, structured data describing the business, credibility markers like credentials or reviews and sitemaps and entity links AI can follow.
Away from its own site, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business, it turns up in press coverage, people discuss it in places AI engines read and it comes up on Reddit.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic). There is not much on the page to read either, about 131 words. The site links to no social profiles, so there is nothing tying the brand to a wider presence.
- Company ·
- This Week in GNOME
- Website ·
- thisweek.gnome.org
- Industry ·
- Nonprofits
- Site status ·
- Live (The website showed an active business site when last checked (Aug 26, 2026).)
- Last scored ·
- Jul 31, 2026
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
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
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Good
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Strong
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 4.7/10, This Week in GNOME is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for This Week in GNOME
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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.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for This Week in GNOME.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thisweek-gnome-org
Cite this score: Engagemii (2026). "AEO Score for This Week in GNOME." Retrieved from https://engagemii.com/aeo/brands/thisweek-gnome-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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