# Which Product Options Do Customers Pick?

> See which add-ons and choices shoppers pick most in last month's orders, and which ones nobody uses.

- Job: [Reporting & insights](https://storeagent.ai/mcp-recipes/job/reporting/)
- What it does: Read only: looks, never changes anything
- Time saved: ~45 min vs doing it by hand
- Requires: StoreAgent (free plugin, MCP on every plan) + PPOM
- Works in: Claude, ChatGPT, Cursor and any MCP client connected to the store through StoreAgent MCP
- Web page: https://storeagent.ai/mcp-recipes/ppom-popular-options/

## The prompt

```text
Show me which product options my customers actually choose. Find my completed orders from the last 30 days and read the options each customer picked on every item. Count how often each option value was chosen, by product. List the top 10 choices, any priced add-on that was picked fewer than 3 times, and the share of orders that used at least one paid add-on. Then suggest two options I could promote or make the default, and any I could remove.
```

## What happens when you paste it

You: Show me which product options my customers actually choose…

Assistant: 212 completed orders in 30 days. Gold foil was picked on 64 notebooks and gift wrap on 51 orders. 38% of orders used at least one paid add-on. Ribbon bookmark was picked only twice. Calling: `woocommerce/orders-query`, `ppom/get-order-selections`.

Assistant: Feature gold foil in the notebook photos and pre-tick gift wrap during December. Remove the ribbon bookmark option, or bundle it with gold foil instead.

## Abilities this recipe calls

- **Find orders** (`woocommerce/orders-query`, read only, from WooCommerce): Finds orders by status, customer, email or date, with the items in each order.
- **Read order personalisations** (`ppom/get-order-selections`, read only, from PPOM): Shows the options, text and uploaded file names customers chose for each item in an order.

## Variations

Add one of these to the end of the prompt. Swap anything in [brackets] for your own details.

- Compare this month with the same month last year.
- Only look at orders over $100.

## Related recipes

- [Which Payment Methods Lose My Conversions?](https://storeagent.ai/mcp-recipes/payment-gateway-tracking-gaps.md): Finds the payment methods where orders never reach your ad pixels, so you know where ad data leaks.
- [Which Store Popups Actually Get Clicked](https://storeagent.ai/mcp-recipes/notificationx-popup-click-report.md): Views, clicks and click-through rate for every NotificationX popup and bar, set next to last month's orders, with what to keep and what to cut.
- [Your Weekly Abandoned Cart Report](https://storeagent.ai/mcp-recipes/abandoned-cart-weekly-report.md): How many carts were left, how many came back, what was lost and which products shoppers walk away from most.

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Part of the StoreAgent WooCommerce MCP Recipes directory: https://storeagent.ai/mcp-recipes/ (index for LLMs: https://storeagent.ai/mcp-recipes/llms.txt). Get StoreAgent free: https://app.storeagent.ai/sign-up/