SparkLayer AI visibility score and rankings

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

Parse Score

65.4

94.9

How well you compete

44.0

How broadly AI mentions you

52.7

How often AI cites you

Parse Score

65.4

94.9

How well you compete

44.0

How broadly AI mentions you

52.7

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 SparkLayerto see what's changing each week.

Tasks· sample

Reply to this cited Reddit thread

Reach out to this cited publication

Brand performance

How SparkLayer's AI visibility has changed over time

Preview of competitive strength history (coarsened).

Brands AI most often recommends alongside SparkLayer

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

Prompt	Prompt visibility
We need a way to manage our wholesale B2B orders. What's the best Shopify app for a wholesale channel?	58.3
For a company planning B2B and B2C sales, which platforms support both public storefronts and B2B features like net terms and tiered pricing?	10.7
For a store focusing on wholesale accounts, which platforms support account approvals, custom pricing, and bulk ordering?	0