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AI Visibility Scorecard
Google Open Source
opensource.google.com · Technology
Well-positioned for AI search. The breakdown below shows where Google Open Source is still leaving points on the table.
AI engines read this profile 12 times
Meta AI · Claude · ChatGPT · Apple Intelligence
#3 of 2,655,284 in Technology for AI visibility
8.2
/10
AEO Score
About Google Open Source
from our crawl and measurement
"Google Open Source We bring all the value of open source to Google and all the resources of Google to open source." That is how Google Open Source introduces itself. Measured against the twelve signals AI engines rely on, it scores 8.2 out of 10, a strong showing.
Our crawl found structured data on the page (Organization, WebSite) and a sitemap. It is missing an llms.txt file 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
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
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
10
Established authority for your domain.
Reference Presence
10
Recognized in AI knowledge graphs.
News & Press
10
Press and news coverage.
Community
10
Forum and community discussion.
Social Mentions
10
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 8.2/10, Google Open Source has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Google Open Source
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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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/opensource-google
Cite this score: Engagemii (2026). "AEO Score for Google Open Source." Retrieved from https://engagemii.com/aeo/brands/opensource-google
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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