AI Visibility Scorecard
patterns, privacy, & pumpkin pie
theharmonyguy.com · Technology
Borderline visible. AI bots can crawl patterns, privacy, & pumpkin pie, 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 12 times
Meta AI · Claude · Apple Intelligence · Perplexity
#441,755 of 2,704,603 in Technology for AI visibility
74
AI Naming Predictability
iNamed occasionally · 74/100
Technology average 28
Top 5% of Technology
See what's behind this score →5
-
Network Authority
iNot connected yet
Technology average 0.0
0 relationships · Technology average 4
See what's behind this score →0
4
About patterns, privacy, & pumpkin pie
from our crawl and measurement
patterns, privacy, & pumpkin pie describes itself simply: "I'm Joey Tyson; I've worked on privacy and security in both product and eng roles." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places, missing in others.
Under the hood there is structured data on the page (WebSite) and a readable heading structure, but the score is capped by what is missing: an llms.txt file, a sitemap.
AI crawlers have visited the site 3 times in our tracking, so the engines are already looking.
- Company ·
- patterns, privacy, & pumpkin pie
- Website ·
- theharmonyguy.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 1, 2026
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
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
Fair
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
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Good
Forum and community discussion.
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 read your site and name it in answers. At 4.9/10, patterns, privacy, & pumpkin pie is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for patterns, privacy, & pumpkin pie
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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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/theharmonyguy
Cite this score: Engagemii (2026). "AEO Score for patterns, privacy, & pumpkin pie." Retrieved from https://engagemii.com/aeo/brands/theharmonyguy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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