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AI Visibility Scorecard

Hack@CEWIT 2021

Hack@CEWIT 2021

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⚠ Identity mismatch

hack-cewit-2021.devpost.com · Technology

Somewhat visible. AI bots can read Hack@CEWIT 2021, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 3 times

ChatGPT · Claude

#28,135 of 2,808,083 in Technology for AI visibility

7

/10

AEO Score

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About Hack@CEWIT 2021

from our crawl and measurement

"<p>Calling All Hackers, Builders & Innovators,<br><br>Hack@CEWIT is back at for it's fifth annual hackathon held virtually by the Center of Excellence in Wireless and Information Technology." That is how Hack@CEWIT 2021 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: visible credibility markers and sitemaps and entity links AI can follow. It is passable on a workable page structure. 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 once in our tracking, including ClaudeBot (Anthropic). It does link out to several social profiles, which helps engines tie the brand together.

Industry · Technology
Last scored · Aug 1, 2026

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

4

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

7

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 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.

Reddit

8

Reddit mentions and discussion.

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, Hack@CEWIT 2021 has a working base to build on - fixable, and the signals above are where to start.

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Weekly ChatGPT & Claude citation tracking

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Picked for Hack@CEWIT 2021: Tech & Electronics

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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/hack-cewit-2021-devpost

Cite this score: Engagemii (2026). "AEO Score for Hack@CEWIT 2021." Retrieved from https://engagemii.com/aeo/brands/hack-cewit-2021-devpost

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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