▼ 0.2 since Jul 2026
#1,885,502 OF 2,699,841 IN TECHNOLOGY
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AI Visibility Scorecard
Jeff McAffer
mcaffer.com · Technology
Borderline visible. AI bots can crawl Jeff McAffer, 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 1 times
Claude
#1,885,502 of 2,699,841 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.8/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Jeff McAffer
from our crawl and measurement
"Jeff McAffer on open source, Microsoft, and maybe even car racing." That is how Jeff McAffer introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
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 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
6
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 3.8/10, Jeff McAffer is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Open source license compliance gone amok?
Open source is awesome! So many great projects out there. Individuals, teams, and companies pouring their passion into code that folks can use and evolve. Licenses are a fundamental part of open source but the reality of finding and complying with the licenses can be daunting and mind-numbing. As an industry we have not come to terms with this challenge and prefer either denial or throwing money at the problem.
Is this your brand?
The exact fixes for Jeff McAffer
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Jeff McAffer.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mcaffer
Cite this score: Engagemii (2026). "AEO Score for Jeff McAffer." Retrieved from https://engagemii.com/aeo/brands/mcaffer
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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