# Unique Ingredient Identifier by John Snow Labs — Data Product Intelligence

> Source: Vedex (https://vedex.ai) — Alternative Data Vendor Intelligence
> Generated: 2026-10-05T11:01:27.230Z
> Canonical: https://vedex.ai/products/unique-ingredient-identifier-126441

## Overview
- **Product**: Unique Ingredient Identifier
- **Vendor**: John Snow Labs
- **Description**: This data package contains the details of substances in drugs, biologics, foods and devices registered with a Unique I..
- **Use Cases**: Clinical trial patient safety monitoring | Regulatory compliance and drug labeling | Pharmacovigilance and adverse event reporting | Supply chain ingredient transparency | Food allergen identification and tracking | Medical device regulatory submission | Health information technology interoperability
- **Source Platform**: databricks_marketplace

## Coverage & Delivery
- **Geographic Coverage**: United States
- **Delivery Methods**: API
- **Has API**: Yes
- **Sample Available**: No

## Pricing
- **Free**: No
- **Estimated Annual Price**: ~$15,000/yr (Vedex estimate — not a vendor-published price)

### Pricing Tiers
| Tier | Price | Billing | Annualized | Type | Confidence | Source |
|------|-------|---------|------------|------|------------|--------|
| Vedex estimate | ~$5,000 | ANNUAL | ~$5,000/yr | SUBSCRIPTION | MEDIUM | Vedex estimate |

## Quality Scores
- **Value Score**: 31.7
- **Coverage Score**: 8
- **Trial Accessibility**: 20

## Vendor Information
- **Vendor**: John Snow Labs
- **Website**: https://www.johnsnowlabs.com
- **Headquarters**: Wilmington, Delaware, USA
- **Vendor Profile**: https://vedex.ai/vendor/john-snow-labs-1accc0/llms.txt

## Source
- **Platform**: databricks_marketplace
- **Listing URL**: https://marketplace.databricks.com/details/003d9aad-aae3-4ccf-a0dd-a4a19f22e4b9/John-Snow-Labs_Unique-Ingredient-Identifier

## Links
- Vedex Product Page: https://vedex.ai/products/unique-ingredient-identifier-126441
- Vendor Profile: https://vedex.ai/vendor/john-snow-labs-1accc0
- All Products: https://vedex.ai/products