Lucidscale AI visibility score and rankings

Parse Score

55.2

#2 in Cloud Architecture Diagramming Tools

90.2Excellent

How well you compete

45.3Great

How broadly AI mentions you

25.5Poor

How often AI cites you

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

Parse Score

55.2

#2 in Cloud Architecture Diagramming Tools

90.2Excellent

How well you compete

45.3Great

How broadly AI mentions you

25.5Poor

How often AI cites you

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

Part of Lucid — scores on this page reflect mentions of Lucidscale only.

Brand performance

How Lucidscale's AI visibility has changed over time

Brands AI most often recommends alongside Lucidscale

Where Lucidscale ranks across competitive niches

RankNicheShare of voice

Preview of competitive strength history (coarsened).

Questions people ask AI where Lucidscale appears in the last 30 days

Prompt	Prompt visibility
We use a major cloud provider. Who offers a visualization tool that draws our infrastructure architecture automatically?	81.3
What is the best tool for visualizing and understanding our cloud infrastructure and its dependencies?	17.4
As a cloud engineer, what is the best tool for visualizing and documenting our cloud architecture?	4.2

Domains AI cites when recommending Lucidscale in the last 30 days

Cited domains will appear here once available

Prompt	Prompt visibility
We use a major cloud provider. Who offers a visualization tool that draws our infrastructure architecture automatically?	81.3
What is the best tool for visualizing and understanding our cloud infrastructure and its dependencies?	17.4
As a cloud engineer, what is the best tool for visualizing and documenting our cloud architecture?	4.2