• DATA
  • MAPPING
  • COMPARISON
  • HUMAN

How to analyze brand formulations with your AI

Connect your AI to Open Beauty Facts to dig into ingredient lists and product compositions. Once connected, your agent can scan entire categories to find patterns in how brands formulate their goods.

Ask AI about this page

Short answer

How can I use AI to study brand ingredients?

Your AI uses the search tool to pull specific product data and ingredient lists from the Open Beauty Facts database. You can then ask it to compare formulations or identify common additives across a brand's entire lineup. This breakdown shows you how to set that up.

Research outcomes

What you get from this analysis

The AI handles the data retrieval so you can focus on the chemistry and brand strategy.

DATA

Ingredient lists

The AI pulls raw ingredient data for any product you specify. You get the exact composition used in the formulation.

MAPPING

Brand line analysis

By searching through categories, your agent identifies which ingredients a brand uses consistently across different products.

COMPARISON

Competitor benchmarking

You can ask your AI to compare one brand's formula against another to see where they differ in quality or cost.

HUMAN

Expert review

The AI provides the data, but you decide if a formulation meets your specific safety or marketing standards.

The workflow

What your AI does when the request arrives.

The AI acts as a researcher, pulling live data from the database to answer your questions.

  1. Locate products

    Your agent finds specific items or entire product groups within the beauty database.

    search_beauty_products

  2. Extract details

    The AI reads the specific ingredient lists and product attributes for the items found.

    search_beauty_products

  3. Identify patterns

    Your agent looks for recurring ingredients or specific chemical groups across the brand's catalog.

    search_beauty_products

  4. Summarize findings

    The AI organizes the raw data into a readable report on brand composition.

    search_beauty_products

Try it

Copy these to start.

Use these prompts to kick off your research.

Starting points

Replace the bracketed text with the specific brand or product category you want to study.

Open Beauty Facts Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_KGiRTak27s6xECYfZQ4vVbjuNeVdQA11yd6cKaN3/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Open Beauty Facts capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "open-beauty-facts-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_KGiRTak27s6xECYfZQ4vVbjuNeVdQA11yd6cKaN3/mcp"
    }
  }
}
Copy into chat04

  • Search for all products in the [category] category and list their main ingredients.

  • Find the ingredient list for [brand name] [product name] and tell me if it contains [ingredient].

  • Compare the formulations of [brand A] and [brand B] within the [category] category.

  • List all products from [brand name] that use [specific ingredient] as a primary component.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Open Beauty Facts once, then ask.

Just click the link to connect the MCP to your client. Your credentials stay encrypted, and you can start querying the database immediately.

Connect Open Beauty Facts to your AI

FAQ

How this task behaves

  • 01

    Can the AI change the product data in Open Beauty Facts?

    No. The AI can only read and search the existing database; it cannot edit or delete any product information.

  • 02

    Does the AI decide if a product is safe to use?

    No. The AI provides the ingredient data, but the final safety assessment is a human responsibility.

  • 03

    Can I search for products by brand name?

    Yes, you can use the search tool to find products belonging to specific brands.

  • 04

    Can the AI find products that aren't in the database?

    No. The AI is limited to the data available within Open Beauty Facts.

  • 05

    Can the AI create a spreadsheet of the ingredients?

    The AI can format the data into a table for you to copy, but it does not directly write files to your local drive.

  • More questions about Open Beauty Facts? The Connector page answers them. See everything the Open Beauty Facts Connector can do

Connect Open Beauty Facts to Claude, Cursor, ChatGPT & more