AI Visibility Scorecard
Google Open Source
googlesource.com · Technology
Somewhat visible. AI bots can read Google Open Source, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 16 times
Claude · ChatGPT · Amazon Alexa · ChatGPT Search
#8,786 of 2,707,444 in Technology for AI visibility
7
AEO Visibility
iVisible · 7/10
20
Muse Index Score
iAI agent readiness
Basic · 20/100
0
AI Adoption
iNone detected · 0/100
About Google Open Source
from our crawl and measurement
Googlesource is a business whose own site puts it this way: "Google Open Source We bring all the value of open source to Google and all the resources of Google to open source." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.0 out of 10.
Our crawl found structured data on the page (Organization, WebSite). It is missing an llms.txt file, a sitemap and a heading structure that lays out what it offers.
AI crawlers have visited 7 times in our tracking, including OAI-SearchBot (OpenAI), Meta AI and GPTBot (ChatGPT).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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
Good
Established authority for your domain.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Good
Press and news coverage.
Community
Strong
Forum and community discussion.
Social Mentions
Good
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 Open Source 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 Open Source
Which AI engines already crawl you
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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/googlesource
Cite this score: Engagemii (2026). "AEO Score for Google Open Source." Retrieved from https://engagemii.com/aeo/brands/googlesource
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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