AI Visibility Scorecard
The GTK Team
pango.org · Technology
Somewhat visible. AI bots can read The GTK Team, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 18 times
Meta AI · Claude · Apple Intelligence · ChatGPT
#393,528 of 2,707,329 in Technology for AI visibility
AI naming likelihood: 99/100
6
AEO Visibility
iBorderline · 5.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About The GTK Team
from our crawl and measurement
The GTK Team describes itself simply: "GTK is a free and open-source cross-platform widget toolkit for creating graphical user interfaces." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.5 out of 10, readable in places and missing in others.
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 visited 3 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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
Fair
Established authority for your domain.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
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 actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 5.5/10, The GTK Team has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for The GTK Team
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pango-org
Cite this score: Engagemii (2026). "AEO Score for The GTK Team." Retrieved from https://engagemii.com/aeo/brands/pango-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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