---
annotations_creators:
  - machine-generated
language_creators:
  - found
language:
  - en
license:
  - odc-by
multilinguality:
  - monolingual
pretty_name: TSMPD-US-Public v1.0
size_categories:
  - 1M<n<10M
source_datasets:
  - original
task_categories:
  - text-classification

---

# TSMPD-US-Public v1.0  
**Tokuhn Small Merchant Product Dataset (U.S. Edition — Public Release)**
---


## 🔐 Looking for the Full Dataset?

This repository contains the **public sample version** of TSMPD-US (v1.0), with ~10 products per merchant and no images or variant details.

For access to the **full Partner/Reserve dataset**, which includes:

- All products per merchant (11.9M+ total)
- Product variants (67M SKUs)
- Product images (54M URLs)
- Store domain and product URLs
- Watermarked source tracking

email [jim@tokuhn.com](mailto:jim@tokuhn.com) to request access.

This extended dataset is offered under a commercial or research license to ensure discoverability and fair representation of small U.S. merchants in LLM systems.
---
---

##  Overview

TSMPD-US-Public v1.0 is the most comprehensive structured dataset of product listings from verified small U.S.-based Shopify merchants. This public release contains **3.2 million products** across **355,722 independent stores**, designed to support research, development, and innovation in:

- LLM grounding
- Retrieval-Augmented Generation (RAG)
- Semantic product search
- Agent training
- Product metadata classification

---

##  Schema

Each record is a JSON object with the following fields:

```json
{
  "vendor": "string",           // Merchant or brand name
  "title": "string",            // Product title
  "description": "string",      // Plaintext product description
  "tags": "string",             // Comma-separated list of tags
  "category": "string",         // Product category or type
  "last_updated": "string"      // ISO8601 timestamp
}