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AI Visibility Scorecard
"As scarce as truth is, the supply has always been in excess of demand." — Josh Billings
astonisher.com · Media & Entertainment
Somewhat visible. AI bots can read "As scarce as truth is, the supply has always been in excess of demand." — Josh Billings, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 5 times
Claude · ChatGPT · Apple Intelligence · Amazon Alexa
#354,206 of 1,906,866 in Media & Entertainment for AI visibility
5.6
/10
AEO Score
About "As scarce as truth is, the supply has always been in excess of demand." — Josh Billings
from our crawl and measurement
"The Plan to end homelessness in Seattle, by Bruce Brown May 1, 2026 Celtic Music ‘Sh’beg Sh’more’, Jack Isadore meets Dr." That is how "As scarce as truth is, the supply has always been in excess of demand." Josh Billings of Sumas, WA introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.6 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 3 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
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
5
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Authority
4
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
2
Forum and community discussion.
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 5.6/10, "As scarce as truth is, the supply has always been in excess of demand." — Josh Billings has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for "As scarce as truth is, the supply has always been in excess of demand." — Josh Billings
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 "As scarce as truth is, the supply has always been in excess of demand." — Josh Billings.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/astonisher
Cite this score: Engagemii (2026). "AEO Score for "As scarce as truth is, the supply has always been in excess of demand." — Josh Billings." Retrieved from https://engagemii.com/aeo/brands/astonisher
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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