LabelBench Shopify App: Features & First-Adopter Watch

• Counts are based on Shoplist's latest available public crawl signal dated September 14, 2026.
• Shoplist has not yet found reliable public storefront evidence connecting a Shopify store to this app. This does not mean the app has no users. Some apps are new, admin-only, server-side, theme-independent, or otherwise difficult to detect from public storefront signals.
• Merchant rows are filtered to public brand profiles with enough public data to link safely. Full workflow, filtering, and monitoring stay behind signup.
• Review, pricing, feature, screenshot, and listing-change data come from public Shopify App Store and Shoplist crawl records. Signals can change between crawls.

Questions about LabelBench

Has Shoplist detected stores using LabelBench yet?

Shoplist has not yet found reliable public storefront evidence for LabelBench. The page tracks first merchant evidence as it appears.

What does first-adopter watch mean?

It means Shoplist is monitoring launch context and first storefront-detectable merchant evidence.

Can I get alerts when stores start using LabelBench?

Yes. Create a watchlist to get alerted when Shoplist finds public merchant evidence for LabelBench.