AI Visibility Scorecard
Josh Tvrdy
pisswork.com · Education
Borderline visible. AI bots can crawl Josh Tvrdy, 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 · Apple Intelligence
#813,898 of 936,926 in Education for AI visibility
4
AEO Visibility
iNear-invisible · 3.5/10
0
Muse Index Score
iAI agent readiness
Basic · 0/100
0
AI Adoption
iNone detected · 0/100
About Josh Tvrdy
from our crawl and measurement
Josh Tvrdy describes itself simply: "Josh Tvrdy is a poet from Tucson, Arizona. A winner of a 2021 Pushcart Prize, he recently graduated with an MFA in Poetry from North Carolina State University, where he...." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 out of 10.
Under the hood there is structured data on the page (WebSite), but the score is capped by what is missing: an llms.txt file, a sitemap, 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
Fair
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
Good
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, Josh Tvrdy is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Josh Tvrdy
Which AI engines already crawl you
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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/pisswork
Cite this score: Engagemii (2026). "AEO Score for Josh Tvrdy." Retrieved from https://engagemii.com/aeo/brands/pisswork
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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