• CRITICAL
  • DATA
  • SCHEMA
  • HUMAN

How to audit product index data with your AI

Connect Doofinder to your AI client to inspect your catalog. Once connected, your agent can pull live index configurations and specific product details to find errors.

Ask AI about this page

Short answer

How can I audit my product index with AI?

Your AI uses Doofinder tools to pull current index configurations and individual product items. It compares these against your expected schema to catch missing fields or broken mappings. You'll get a clear list of data mismatches and structural gaps.

Audit outcomes

Where your findings land.

The AI categorizes issues based on how they affect your search results.

CRITICAL

Mapping failures

The AI identifies fields that exist in your catalog but aren't appearing in the index. You'll see exactly which attributes failed to map.

DATA

Content inconsistencies

Your agent flags products with missing values or broken formatting. This helps you spot empty titles or incorrect category tags.

SCHEMA

Index structure gaps

The AI compares your active indices against your intended setup. It highlights where the index structure deviates from your requirements.

HUMAN

Manual fixes needed

The AI flags items that require a human to update the source data. It provides the specific product IDs that need manual correction in your database.

The workflow

What your AI does when the audit starts.

The AI moves from broad structural checks to granular item inspections.

  1. Map the index

    The agent pulls the current configuration of your search indices to understand the available fields.

    get_indices

  2. Pull product details

    The AI fetches specific product arrays to inspect the actual values stored in your catalog.

    get_items

  3. Identify mismatches

    Your agent compares the retrieved index fields against the item data to find missing or malformed attributes.

    get_indicesget_items

  4. Flag errors

    The AI generates a report of problematic product IDs and structural errors for you to review.

    get_items

Try it

Copy these to start.

Use these prompts to begin your audit immediately.

Starting points

Replace the bracketed text with your specific index names or product categories.

Doofinder Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_imo70mJQ10SSxIq8oe3Qgc4G2DqYyLls9BR0IrTl/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 — Doofinder capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "doofinder-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_imo70mJQ10SSxIq8oe3Qgc4G2DqYyLls9BR0IrTl/mcp"
    }
  }
}
Copy into chat04

  • List all my Doofinder indices and tell me which ones have empty title fields.

  • Check the 'electronics' index and find any products missing a price attribute.

  • Compare the field mappings in my main index against the actual data in my product items.

  • Show me all products in the 'summer_collection' index that have malformed category tags.

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

Start here

Connect Doofinder once, then ask.

Just enter your credentials once. Your connection is secure, and you can immediately start asking your AI about your product data.

Connect Doofinder to your AI

FAQ

How the audit behaves

  • 01

    Can the AI fix my product data automatically?

    No. The AI can only read and report on your data. You must manually update your source data or Doofinder settings to fix any errors it finds.

  • 02

    Can the AI delete products from my index?

    No. The tools only allow the AI to get indices and get items. It cannot perform delete or update operations.

  • 03

    Does the AI see my entire catalog at once?

    The AI pulls data as needed. It uses get_indices to see the structure and get_items to look at specific products or groups you ask about.

  • 04

    How does the AI know if a field is missing?

    The AI compares the list of fields it finds in the index structure against the actual attributes present in the product items.

  • 05

    Can I audit specific categories?

    Yes. You can ask the AI to look at specific items or indices to narrow down the audit to a single category.

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

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