Live leaderboards
Featured categories
How Slate measures visibility
A transparent, source-backed pipeline — refreshed every week
1
Define categories
Each category owns a versioned prompt pack and an approved product roster.
2
Run buyer prompts
We query ChatGPT, Perplexity, Gemini, and Claude with real buyer questions.
3
Attribute mentions
We extract which products were recommended, where, and which sources were cited.
4
Publish snapshots
Weekly immutable rankings are promoted to public, crawlable pages.