• SEGMENTS
  • ATTRIBUTES
  • PROPERTIES
  • HUMAN

How to query customer segments and attributes with your AI

Connect Bloomreach to your AI client to pull audience definitions and profile data using plain English.

Ask AI about this page

Short answer

Can I ask my AI for customer segment and attribute data?

Yes. You can ask your AI to list available segments, find specific customer attributes, or pull detailed property data for individual profiles. You'll get the following data outputs.

Data outcomes

What you get from your queries

Your AI translates your questions into these specific data sets.

SEGMENTS

Group definitions

The AI identifies your active customer groups. You get a list of how your audience is currently organized.

ATTRIBUTES

Field availability

The AI scans your schema to see which customer fields exist. You'll know exactly what data is ready for targeting.

PROPERTIES

Profile details

The AI pulls specific property values for a single user. You get the exact data points needed for personalization.

HUMAN

Manual segment creation

The AI cannot build or save new segments. You still need to use the Bloomreach UI to create new audience logic.

The workflow

What your AI does when the request arrives.

Your AI maps your natural language questions to specific Bloomreach data tools.

  1. Identify segments

    The AI looks up the names and definitions of your existing customer groups.

    list_segments

  2. Map attributes

    The AI checks which customer fields are available in your account.

    list_attributes

  3. Fetch profile data

    The AI pulls specific property values for a customer you've identified.

    get_customer_properties

  4. Present data

    The AI organizes the retrieved information into a readable response for your chat.

    get_customer_properties

Try it

Copy these to start.

Use these prompts to begin interacting with your Bloomreach data.

Starting points

These are opening lines. Replace the bracketed text with your specific segment names or attribute keys.

Bloomreach Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_k1eXTVknd5q1gWZgZQiNgv2B4TQR71KdMRkkeWnv/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 — Bloomreach capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "bloomreach-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_k1eXTVknd5q1gWZgZQiNgv2B4TQR71KdMRkkeWnv/mcp"
    }
  }
}
Copy into chat04

  • Show me all the customer segments currently in Bloomreach.

  • What customer attributes are available for me to query?

  • Get the properties for the customer with ID 98765.

  • List all segments that use the [insert attribute name] attribute.

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

Start here

Connect Bloomreach once, then ask.

Link your account once and your credentials stay encrypted. You can then start querying data from any compatible client.

Connect Bloomreach to your AI

FAQ

How this task behaves.

  • 01

    Can the AI create new customer segments?

    No. The AI can only list and read existing segments. You must create new segments within the Bloomreach platform.

  • 02

    Can I use the AI to update customer profile information?

    No. The current tools only allow for reading and retrieving data. You cannot use the AI to write or change customer attributes.

  • 03

    Can I ask for data on a specific customer?

    Yes, as long as you provide a valid identifier that the tool can use to find that profile.

  • 04

    Does the AI see all my customer data?

    The AI only sees the specific data it retrieves through the tools you trigger with your prompts.

  • 05

    Can the AI delete customer properties?

    No. There are no tools available to delete or modify data in Bloomreach.

  • More questions about Bloomreach? See everything the Bloomreach Connector can do

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