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AI Visibility Scorecard
Peter Lunch: Blog, Code Snippets, Book Notes and More
peterlunch.com · Media & Entertainment
Somewhat visible. AI bots can read Peter Lunch: Blog, Code Snippets, Book Notes and More, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Meta AI
#52,835 of 1,880,232 in Media & Entertainment for AI visibility
6.5
/10
AEO Score
About Peter Lunch: Blog, Code Snippets, Book Notes and More
from our crawl and measurement
Peter Lunch: Blog, Code Snippets, Book Notes and More is a business whose own site puts it this way: "This site hosts all of my writing on coding, self-education, health, finance, and improving your self in general." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
2
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
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
8
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
4
Forum and community discussion.
5
Reddit mentions and discussion.
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 6.5/10, Peter Lunch: Blog, Code Snippets, Book Notes and More has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Peter Lunch: Blog, Code Snippets, Book Notes and More
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/peterlunch
Cite this score: Engagemii (2026). "AEO Score for Peter Lunch: Blog, Code Snippets, Book Notes and More." Retrieved from https://engagemii.com/aeo/brands/peterlunch
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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