AI Visibility Scorecard
Fairwinds
reactiveops.com · Technology
Visible to AI search. AI engines can read Fairwinds, and Structured Data, Domain Authority and News & Press are what would get it named ahead of competitors.
AI engines read this profile 11 times
Claude · Meta AI · Apple Intelligence · Parallel
Top 5% in Technology for AI visibility
86
AI Naming Predictability
iNamed sometimes · 86/100
Technology average 28
Top 2% of Technology
See what's behind this score →6.44
-
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 Fairwinds
from our crawl and measurement
"Fairwinds manages your Kubernetes platform and third-party tooling so your infrastructure team can focus on high-priority, business-specific dev needs." That is how Fairwinds of Arlington, MA introduces itself. Its AI visibility score is 6.44 out of 10: the engines can find and read it, with a few gaps left to close.
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 read this profile 11 times in our tracking, including ClaudeBot (Anthropic), Meta AI and Applebot (Siri).
- Company ·
- Fairwinds
- Website ·
- reactiveops.com
- Industry ·
- Technology
- Location ·
- Arlington, MA
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Nov 9, 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
Good
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
Strong
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
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 6.44/10, Fairwinds is visible with gaps to close; the signals above show which.
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The exact fixes for Fairwinds
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/reactiveops
Cite this score: Engagemii (2026). "AEO Score for Fairwinds." Retrieved from https://engagemii.com/aeo/brands/reactiveops
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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