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AI Visibility Scorecard
Google Cloud x MLB(TM) Hackathon – Building with Gemini Models
next2025challenge.devpost.com · Technology
Somewhat visible. AI bots can read Google Cloud x MLB(TM) Hackathon – Building with Gemini Models, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 9 times
Claude · ChatGPT · Meta AI
#24,729 of 2,632,370 in Technology for AI visibility
7
/10
AEO Score
About Google Cloud x MLB(TM) Hackathon – Building with Gemini Models
from our crawl and measurement
Google Cloud x MLB(TM) Hackathon Building with Gemini Models describes itself simply: "<h5 id=calling-all-devs-step-up-to-the-plate-and-knock-it-out-of-the-park>Calling all Devs: Step up to the plate and knock it out of the park! <img." Measured against the twelve signals AI engines rely on, it scores 7.0 out of 10, a strong showing.
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 5 times in our tracking, including ClaudeBot (Anthropic), GPTBot (ChatGPT) and Meta AI.
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
4
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
8
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, Google Cloud x MLB(TM) Hackathon – Building with Gemini Models has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Google Cloud x MLB(TM) Hackathon – Building with Gemini Models
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/next2025challenge-devpost
Cite this score: Engagemii (2026). "AEO Score for Google Cloud x MLB(TM) Hackathon – Building with Gemini Models." Retrieved from https://engagemii.com/aeo/brands/next2025challenge-devpost
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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