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AI Visibility Scorecard
VolHacks V
volhacks-v.devpost.com · Technology
Somewhat visible. AI bots can read VolHacks V, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · ChatGPT
#24,884 of 2,655,034 in Technology for AI visibility
7
/10
AEO Score
About VolHacks V
from our crawl and measurement
"<h4 id=hack-on-rocky-top class=h2-title>HACK ON ROCKY TOP</h4> <p>During 36 caffeine-filled, sleepless hours, students from the University of Tennessee and elsewhere will brainstorm." That is how VolHacks V introduces itself. To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.0 out of 10.
Our crawl found structured data on the page (Event). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
0
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
10
Inbound links from other sites.
Domain Authority
6
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
1
Press and news coverage.
Community
8
Forum and community discussion.
Social Mentions
7
Social discussion and mentions.
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 7/10, VolHacks V has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for VolHacks V
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The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/volhacks-v-devpost
Cite this score: Engagemii (2026). "AEO Score for VolHacks V." Retrieved from https://engagemii.com/aeo/brands/volhacks-v-devpost
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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