• MISSING
  • INCONSISTENT
  • VALID
  • HUMAN

How to audit product catalog metadata with your AI

Connect your AI to Kibo Commerce to find missing product details. Once connected, your agent can crawl your entire catalog to spot gaps in your metadata.

Ask AI about this page

Short answer

How can I use AI to audit my Kibo Commerce catalog?

Your AI uses Kibo Commerce tools to pull category lists and individual product details. It compares what's there against your requirements to flag missing or incorrect attributes. You'll get a clear report of exactly which products need attention.

Where every issue lands.

Audit outcomes

The AI organizes its findings into actionable categories.

MISSING

Incomplete attributes

The AI identifies products missing required fields like color, size, or material. You get a list of specific SKUs that need data entry.

INCONSISTENT

Data mismatches

The agent flags products where attributes don't match the category standards. This helps keep your site filters working correctly.

VALID

Verified products

Products that meet all your metadata rules are marked as complete. This confirms which parts of your catalog are ready for customers.

HUMAN

Manual review needed

When the AI finds conflicting data it can't resolve, it flags it for you. You decide how to fix these edge cases.

The workflow

What your AI does when the task arrives.

The AI moves through your Kibo hierarchy to map out the data landscape.

  1. Map the hierarchy

    The agent first identifies all available product groupings to understand the scope of the audit.

    list_categories

  2. Identify target products

    It pulls a list of products within specific categories to prepare for a deep dive.

    list_products

  3. Inspect specific attributes

    The AI looks at the granular details of each item to check for missing or wrong values.

    get_product_details

  4. Compile the gap report

    The agent aggregates all findings into a single summary of missing or broken metadata.

    get_product_details

Try it

Copy these to start.

Use these prompts to kick off your audit.

Starting points

These are opening lines. Swap out the category names or product types to match your specific Kibo setup.

Kibo Commerce Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_Yq8bKpTZoV9tYneiWxV2hRXZmXj5NIiitqM88PdQ/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 — Kibo Commerce capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "kibo-commerce-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_Yq8bKpTZoV9tYneiWxV2hRXZmXj5NIiitqM88PdQ/mcp"
    }
  }
}
Copy into chat04

  • List all categories in Kibo Commerce and tell me which ones have the fewest products.

  • Check the 'Apparel' category and find any products missing a 'material' attribute.

  • Get the details for the last 10 products added and verify if their descriptions are complete.

  • Audit all products in the 'Footwear' category for consistent sizing metadata.

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

Start here

Connect Kibo Commerce once, then ask.

Just follow the link to connect your account. Your credentials stay encrypted, and you can immediately start asking your AI questions about your catalog.

Connect Kibo Commerce to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my product data directly?

    No. The AI can only read your catalog data. You must make any changes manually in Kibo Commerce.

  • 02

    Does the AI delete any products?

    No. This MCP only has read access to your product and category data.

  • 03

    Can I audit my entire catalog at once?

    Yes, as long as your AI client can handle the volume of data returned from the product lists.

  • 04

    How does the AI know what a 'complete' product looks like?

    You define the rules. You tell the AI which attributes are required, and it checks the product details against those rules.

  • 05

    Can the AI see my customer data?

    No. The tools provided only allow access to categories and product information.

  • More questions about Kibo Commerce? See everything the Kibo Commerce Connector can do

Connect Kibo Commerce to Claude, Cursor, ChatGPT & more