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AI Visibility Scorecard
hack-the-bay.devpost.com · Technology
Somewhat visible. AI bots can read Hack the Bay, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
Claude · ChatGPT
#28,135 of 2,808,083 in Technology for AI visibility
7
/10
AEO Score
from our crawl and measurement
"<p>In celebration of the 50-year anniversary of Earth Day, <a href=https://www.boozallen.com/ target=_blank rel=noopener>Booz Allen Hamilton, Inc.</a> (Booz Allen) has partnered with." That is how Hack the Bay 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.
On the page itself the strengths are clear: sitemaps and entity links AI can follow. It is passable on a workable page structure and a few credibility markers. What holds it back is structured data describing the business, a clearly stated business identity and the technical files AI engines look for, such as llms.txt or an open robots.txt.
Away from its own site, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business, people discuss it in places AI engines read and it comes up on Reddit. There is some, but not much, sign that press coverage is thin.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.
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
4
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
0
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
8
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
6
Established authority for your domain.
Entity Presence
10
Recognized in AI knowledge graphs.
News Mentions
1
Press and news coverage.
Community
8
Forum and community discussion.
8
Reddit mentions and discussion.
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, Hack the Bay has a working base to build on - fixable, and the signals above are where to start.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hack-the-bay-devpost
Cite this score: Engagemii (2026). "AEO Score for Hack the Bay." Retrieved from https://engagemii.com/aeo/brands/hack-the-bay-devpost
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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