Winder.AI AI visibility score and rankings

Data as of Mar 20, 2026. Sign up free to see the latest daily data.

Parse Score

58.7

96.2

How well you compete

19.7

How broadly AI mentions you

57.8

How often AI cites you

Parse Score

58.7

96.2

How well you compete

19.7

How broadly AI mentions you

57.8

How often AI cites you

This week· sample

Mixed week — score steady, one competitor gained ground.

Score shiftGained ground on 3 prompts this week

CompetitorA competitor was added to a cited roundup page

CitationNew source citing this brand in 2 prompt answers

Add Winder.AIto see what's changing each week.

Tasks· sample

Reply to this cited Reddit thread

Reach out to this cited publication

Brand performance

How Winder.AI's AI visibility has changed over time

Preview of competitive strength history (coarsened).

Brands AI most often recommends alongside Winder.AI

Questions people ask AI where Winder.AI appears in the last 30 days

Prompt	Prompt visibility
We are setting up an MLOps platform. Who consults on tool selection (Kubeflow vs MLflow etc)?	8.3
We are planning to build an internal "ChatGPT" for our employees. Who specializes in enterprise-grade, secure LLM deployment?	0
We are implementing a specialized small language model (SLM) on mobile. Who consults on on-device inference?	0