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AI Visibility Scorecard
GF.dev Geek Tools
gf.dev · Technology
Somewhat visible. AI bots can read GF.dev Geek Tools, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#406,849 of 2,623,115 in Technology for AI visibility
5.6
/10
AEO Score
About GF.dev Geek Tools
from our crawl and measurement
"A suite of free tools for developers and sysadmins. Check DNS, Security Headers, TTFB, and more." That is how GF.dev Geek Tools introduces itself. Its AI visibility score is 5.6 out of 10: the engines can find it, but they do not have much to hold on to.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
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 5.6/10, GF.dev Geek Tools has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for GF.dev Geek Tools
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/gf-dev
Cite this score: Engagemii (2026). "AEO Score for GF.dev Geek Tools." Retrieved from https://engagemii.com/aeo/brands/gf-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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