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AI Visibility Scorecard

Wind River

Wind River

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windriver.com · computer software

Somewhat visible. AI bots can read Wind River, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 2 times

ChatGPT

#46,937 of 2,810,206 in Technology for AI visibility

6.8

/10

AEO Score

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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 6.8 out of 10, readable in places and missing in others.

On the page itself the strengths are clear: a clear heading structure, crawler access and the files AI engines look for and sitemaps and entity links AI can follow. It is passable on a partly stated business identity. What holds it back is credibility markers like credentials or reviews and structured data describing the business.

Away from its own site, other sites link to it, the domain reads as established, AI engines recognise it as a distinct business and people discuss it in places AI engines read. Beyond that, there is no press coverage to draw on and it does not come up on Reddit.

AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT). It does link out to several social profiles, which helps engines tie the brand together. The business dates to 1981.

Industry · computer software
Last scored · Aug 1, 2026
Employees · 1001-5000
Founded · 1981

The 6 signals AI reads

Higher is better · 0-10

Structured Data

1

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

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

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

7

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

7

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 Trust

5

Established authority for your domain.

Entity Presence

10

Recognized in AI knowledge graphs.

News Mentions

0

No press coverage found yet.

Community

7

Forum and community discussion.

Reddit

0

No Reddit mentions found yet.

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 6.8/10, Wind River has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Wind River

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for Wind River: Tech & Electronics

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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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