AI VISIBILITY SCOREAS OF 2026-08-01 · ENGAGEMII INDEX
5.3/ 10

#268,275 OF 933,380 IN EDUCATION

SCORED BY THE SAME PIPELINE AS 54M+ COMPANIES · SIX ON-PAGE SIGNALS + OFF-PAGE AUTHORITYCHECK ANOTHER SITE →THE INDEX →

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AI Visibility Scorecard

HackHarvard 2026

HackHarvard 2026

Unclaimed

hackharvard.io · Education

Somewhat visible. AI bots can read HackHarvard 2026, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 5 times

Meta AI · Claude

#268,275 of 933,380 in Education for AI visibility

5

AEO Visibility

i

Borderline · 5.3/10

0

Muse Index Score

i

AI agent readiness

Not agent-ready · 0/100

0

AI Adoption

i

None detected · 0/100

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About HackHarvard 2026

from our crawl and measurement

HackHarvard 2026 is a business whose own site puts it this way: "Join us for the 10th iteration of HackHarvard, a 36-hour free undergraduate hackathon hosted at Harvard University." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.3 out of 10, readable in places and missing in others.

Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.

AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).

Industry · Education
Last scored · Aug 1, 2026

The 6 signals AI reads

Strong · Good · Fair · Weak

Structured Data

Weak

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

Fair

Clear headings and answer-style content.

Entity Clarity

Fair

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

Weak

Experience, Expertise, Authority, Trust markers.

Technical AEO

Fair

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

Fair

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

Strong

Inbound links from other sites.

Domain Authority

Fair

Established authority for your domain.

Reference Presence

Weak

Not in AI knowledge graphs yet.

News & Press

Weak

No press coverage found yet.

Community

Weak

No community discussion yet.

Social Mentions

Weak

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 5.3/10, HackHarvard 2026 has a working base to build on - fixable, and the signals above are where to start.

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Picked for HackHarvard 2026: How-To

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 August 1, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/hackharvard-io

Cite this score: Engagemii (2026). "AEO Score for HackHarvard 2026." Retrieved from https://engagemii.com/aeo/brands/hackharvard-io

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

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