Fairwinds Goldilocks AI visibility score and rankings

Parse Score

55.0

90.2Excellent

How well you compete

42.0Average

How broadly AI mentions you

18.5Poor

How often AI cites you

Snapshot as of Mar 7, 2026. Sign up free to see the latest daily data.

Parse Score

55.0

90.2Excellent

How well you compete

42.0Average

How broadly AI mentions you

18.5Poor

How often AI cites you

Snapshot as of Mar 7, 2026. Sign up free to see the latest daily data.

Part of Fairwinds Credit Union — scores on this page reflect mentions of Fairwinds Goldilocks only.

Brand performance

How Fairwinds Goldilocks's AI visibility has changed over time

Brands AI most often recommends alongside Fairwinds Goldilocks

Questions people ask AI where Fairwinds Goldilocks appears in the last 30 days

Prompt	Prompt visibility
Our Kubernetes pods are being killed due to memory limits. Who offers tools to automatically right-size resource requests?	35.4
Our Kubernetes cluster costs are unpredictable. Who offers resource optimization and rightsizing recommendations?	9.8

Preview of competitive strength history (coarsened).

Prompt	Prompt visibility
Our Kubernetes pods are being killed due to memory limits. Who offers tools to automatically right-size resource requests?	35.4
Our Kubernetes cluster costs are unpredictable. Who offers resource optimization and rightsizing recommendations?	9.8

Domains AI cites when recommending Fairwinds Goldilocks in the last 30 days

Domain	Citations	Prompts
aws.amazon.com Right-size your Kubernetes Applications Using Open Source Goldilocks for Cost Optimization \| AWS Open Source Blog	2	1
ayedo.de No More Idle Time: Rightsizing Tools for Efficient Kubernetes Clusters \| ayedo	1	1

Domain	Citations	Prompts
aws.amazon.com Right-size your Kubernetes Applications Using Open Source Goldilocks for Cost Optimization \| AWS Open Source Blog	2	1
ayedo.de No More Idle Time: Rightsizing Tools for Efficient Kubernetes Clusters \| ayedo	1	1