#1,376,754 OF 2,696,878 IN TECHNOLOGY
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AI Visibility Scorecard
Vesuvius Challenge — Reading the Herculaneum Scrolls with AI
scrollprize.com · Technology
Borderline visible. AI bots can crawl Vesuvius Challenge — Reading the Herculaneum Scrolls with AI, 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 1 times
Claude
#1,376,754 of 2,696,878 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.5/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
6
AI Adoption
iBasic · 6/100
About Vesuvius Challenge — Reading the Herculaneum Scrolls with AI
from our crawl and measurement
"Vesuvius Challenge is a machine learning, computer vision, and geometry competition reading the carbonized Herculaneum scrolls, papyri buried by the eruption of Mount Vesuvius in 79 AD." That is how Vesuvius Challenge Reading the Herculaneum Scrolls with AI introduces itself. When AI engines look at it, they find little to work with. It scores 4.5 out of 10.
Our crawl found structured data on the page (Organization, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
6
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
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 4.5/10, Vesuvius Challenge — Reading the Herculaneum Scrolls with AI is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Vesuvius Challenge — Reading the Herculaneum Scrolls with AI
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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 September 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/scrollprize
Cite this score: Engagemii (2026). "AEO Score for Vesuvius Challenge — Reading the Herculaneum Scrolls with AI." Retrieved from https://engagemii.com/aeo/brands/scrollprize
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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