AI Visibility Scorecard
Joshua James & Nate Pyfer
discoveringresponsibility.com · Media & Entertainment
Borderline visible. AI bots can crawl Joshua James & Nate Pyfer, 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 2 times
Claude · ChatGPT
#1,750,606 of 1,966,497 in Media & Entertainment for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
60
Muse Index Score
iAI agent readiness
Transactable · 60/100
0
AI Adoption
iNone detected · 0/100
About Joshua James & Nate Pyfer
from our crawl and measurement
Discover Responsibility Through Fatherhood describes itself simply: "Discover Responsibility Through Fatherhood by Joshua James & Nate Pyfer, released 01 December 2019 1. Count The Ways 2. 128 Times 3. Dream 4. Oh Night 5. Oliver 6. Waiting On The Line 7." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (MusicAlbum). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Weak
No inbound links found yet.
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 3.5/10, Joshua James & Nate Pyfer is crawlable but under-signaled - fixable, and the signals above are where to start.
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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 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/discoveringresponsibility
Cite this score: Engagemii (2026). "AEO Score for Joshua James & Nate Pyfer." Retrieved from https://engagemii.com/aeo/brands/discoveringresponsibility
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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