AI Visibility Scorecard
benwtks TwitterGitHub
benwtks.com · Technology
Borderline visible. AI bots can crawl benwtks TwitterGitHub, 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 10 times
Meta AI · Claude
#722,273 of 2,705,698 in Technology for AI visibility
2
AI Naming Predictability
iRarely named · 2/100
More likely to be named than 81% of Technology companies
5
AEO Visibility
iBorderline · 4.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About benwtks TwitterGitHub
from our crawl and measurement
benwtks TwitterGitHub describes itself simply: "benwtks Photos Tags Series 🌝 Ben Watkins Software Engineer at Arm 👨💻 Graduate Engineer at Arm working on GPU Compilers, occasional blogger." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited 3 times in our tracking, including Meta AI and ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Weak
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
Weak
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
Weak
Little domain authority yet.
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 4.6/10, benwtks TwitterGitHub is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for benwtks TwitterGitHub
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
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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/benwtks
Cite this score: Engagemii (2026). "AEO Score for benwtks TwitterGitHub." Retrieved from https://engagemii.com/aeo/brands/benwtks
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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