AI Visibility Scorecard
Wind River
windriver.com · Technology
Somewhat visible. AI bots can read Wind River, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 10 times
ChatGPT · Claude · Meta AI · Amazon Alexa
#6,071 of 2,704,064 in Technology for AI visibility
98
AI Naming Predictability
iAI names companies like this often · 98/100
Technology average 28
Top 1% of Technology
See what's behind this score →6.5
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →5
0
About Wind River
from our crawl and measurement
Wind River describes itself simply: "Wind River, a global leader of software for the intelligent edge, is accelerating digital transformation of mission-critical intelligent systems." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Applebot (Siri).
- Company ·
- Wind River
- Website ·
- windriver.com
- Industry ·
- Technology
- Location ·
- Walnut Creek, California
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 1, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Fair
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.
The 6 off-page signals AI reads
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
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Good
Forum and community discussion.
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 read your site and name it in answers. At 6.5/10, Wind River has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Wind River
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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/windriver
Cite this score: Engagemii (2026). "AEO Score for Wind River." Retrieved from https://engagemii.com/aeo/brands/windriver
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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