# WebShop

WebShop is an AI benchmark; this page records what it measures and traces its data, grader, and scores to primary sources.

Measures agents that search, customize, and purchase products in a simulated e-commerce website from natural-language instructions.

## Details

- Address: Online, Global
- Website: [webshop-pnlp.github.io/](<https://webshop-pnlp.github.io/>)
- Tags: Helpful, Viral, Science
- Category: Commerce
- Status: Active
- Data licence: MIT
- Data access: open
- Grader: simulation
- Organization: Princeton NLP
- Released: 2022-07
- Paper: [arxiv.org/abs/2207.01206](<https://arxiv.org/abs/2207.01206>)
- Repository: [github.com/princeton-nlp/WebShop](<https://github.com/princeton-nlp/WebShop>)
- Task count: 12,087
- Top-score provenance: unknown
- ABI family: No

## Questions

### Where is WebShop?

WebShop is at Online, Global.

### How do I contact WebShop?

To contact WebShop, visit https://webshop-pnlp.github.io/.

## Source

From [Benchmark primary sources](https://aibenchmarkindex.com/about), license CC0-1.0, checked 2026-10-15.

Last updated October 15, 2026.

## Links

- This benchmark on the [web page](<https://aibenchmarkindex.com/global/online/webshop>)
- [Commerce in Online](<https://aibenchmarkindex.com/global/online/category/commerce.md>)
- [More benchmarks in Online](<https://aibenchmarkindex.com/global/online.md>)

> **Check before you compare.** Benchmark methods and leaderboards change. Follow the cited primary source before using a result in a decision.