AI Visibility Scorecard
Eclipse SDV – Open Source Automotive Software Platform
sdv.eclipse.org · Technology
Well-positioned for AI search. The breakdown below shows where Eclipse SDV – Open Source Automotive Software Platform is still leaving points on the table.
AI engines read this profile 11 times
ChatGPT · Claude · Meta AI · Apple Intelligence
#2,693 of 2,705,965 in Technology for AI visibility
7
AEO Visibility
iVisible · 7.4/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Eclipse SDV – Open Source Automotive Software Platform
from our crawl and measurement
Eclipse SDV Open Source Automotive Software Platform describes itself simply: "Explore Eclipse SDV, the open source ecosystem enabling modular, scalable automotive software for next-generation software-defined vehicles." To AI engines like ChatGPT and Perplexity it is one of the more visible businesses we measure, scoring 7.4 out of 10.
Our crawl found structured data on the page (BreadcrumbList, Organization, WebPage), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 5 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
Weak
No press coverage found yet.
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 7.4/10, Eclipse SDV – Open Source Automotive Software Platform has a working base to build on - fixable, and the signals above are where to start.
Frequently Asked Questions
What is Eclipse SDV?
Eclipse SDV is the leading open source automotive ecosystem, uniting automakers, suppliers, and technology leaders to build the software foundation for the next generation of mobility. Hosted by the Eclipse Foundation, it provides a vendor-neutral and code-first platform where organisations collaborate to develop modular, industry-ready software building blocks for modern vehicle architectures. See who’s involved
Why Eclipse SDV?
The transition to software-defined vehicles requires more than isolated innovation.
Is this your brand?
The exact fixes for Eclipse SDV – Open Source Automotive Software Platform
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Eclipse SDV – Open Source Automotive Software Platform.
Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sdv-eclipse-org
Cite this score: Engagemii (2026). "AEO Score for Eclipse SDV – Open Source Automotive Software Platform." Retrieved from https://engagemii.com/aeo/brands/sdv-eclipse-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform