• DATA
  • STRUCTURE
  • HUMAN
  • REPORT

How to audit product catalog data with your AI

Connect your AI to commercetools to scan your catalog for errors. Once connected, your agent can pull specific product details or category trees to find inconsistencies.

Ask AI about this page

Short answer

Can my AI audit my commercetools catalog?

Yes. Your AI uses the connector to pull product and category data to check for missing attributes or broken hierarchies. You'll get a clear list of data gaps and structural issues.

Audit outcomes

Where errors land.

The AI identifies exactly where your catalog data fails to meet your standards.

DATA

Attribute gaps

The AI compares product attributes against your requirements. It flags missing values or incorrect formatting in your catalog.

STRUCTURE

Category mismatches

The agent checks if products are in the right categories. It finds items that don't belong in their assigned branches.

HUMAN

Manual fixes

The AI identifies the specific product IDs that need attention. You then go into commercetools to apply the necessary corrections.

REPORT

Error summaries

The agent compiles all found discrepancies into a single list. You can use this to prioritize your cleanup work.

The workflow

What your AI does when the audit starts.

The AI moves through your catalog to find the specific errors you're looking for.

  1. Scan the catalog

    The agent pulls a full list of your products to establish a baseline for the audit.

    list_products

  2. Check category logic

    The AI looks at your category tree to ensure the hierarchy makes sense and products are mapped correctly.

    list_categories

  3. Inspect specific items

    When it finds a suspicious entry, the agent pulls the full details for that specific product to confirm the error.

    get_product

  4. Report discrepancies

    The agent summarizes the findings, grouping errors by type or category for easier review.

    list_products

Try it

Copy these to start.

Use these prompts to begin your audit immediately.

Starting points

Swap the bracketed text for your specific product types or category names.

commercetools Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_oPleaiJX6EobE0vlBkJlkEtMx4fmqUiHd5W940VT/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 — commercetools capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "commercetools-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_oPleaiJX6EobE0vlBkJlkEtMx4fmqUiHd5W940VT/mcp"
    }
  }
}
Copy into chat04

  • List all products in the [Electronics] category and check if they have a [weight] attribute.

  • Check the category structure to see if any products are missing from their primary categories.

  • Find all products in my catalog that are missing a description.

  • Audit the [Apparel] category to ensure every product has a valid [size] attribute.

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

Start here

Connect commercetools once, then ask.

Link your account in one click. Your credentials stay encrypted, and you can start asking questions about your catalog immediately.

Connect commercetools to your AI

FAQ

How the audit behaves

  • 01

    Can the AI change my product data?

    No. The AI can only read data from your catalog. You must make all changes manually in commercetools.

  • 02

    Can the AI delete categories?

    No. This connector only provides read access to your product and category data.

  • 03

    How does the AI know if a product is in the wrong category?

    The AI compares the product's assigned category against the rules or logic you provide in your prompt.

  • 04

    Does the AI see my entire catalog at once?

    The AI pulls data as needed using the available tools to inspect specific products or lists.

  • 05

    Can I audit specific product attributes?

    Yes. You can ask the AI to check for the presence or format of any attribute available in your product data.

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

Connect commercetools to Claude, Cursor, ChatGPT & more