# Add Review Summaries to Your Best-Reviewed Products

> Writes a short summary and key takeaways from customer reviews onto each product, so shoppers do not have to read 40 reviews.

- Job: [Content & SEO](https://storeagent.ai/mcp-recipes/job/content/)
- What it does: Asks first: changes your store, only after you say yes
- Time saved: ~40 min vs doing it by hand
- Requires: StoreAgent (free plugin, MCP on every plan)
- Works in: Claude, ChatGPT, Cursor and any MCP client connected to the store through StoreAgent MCP
- Web page: https://storeagent.ai/mcp-recipes/review-summaries/

## The prompt

```text
Check how many AI credits we have left this period. Then find our published products with the names I give you: [product names]. For each one, write a review summary and save it on the product. Before you start, tell me how many products you found and how many credits are left, and wait for my OK. When it is done, show me each product with its average rating, number of reviews and key takeaways, and flag any product under 4 stars.
```

## What happens when you paste it

You: Check how many AI credits we have left this period…

Assistant: You have 312 of 500 AI credits left. Found all 8 products you named, all published. Calling: `storeagent/get-usage-summary`, `woocommerce/products-query`, `storeagent/summarize-reviews`.

Assistant: This will make changes in WooCommerce. Do you want me to go ahead?

Assistant: Summaries saved on 8 products. Trail Runner: 4.6 stars from 52 reviews, praised for grip, some say it runs small. Rain Jacket is 3.8 stars, mostly about the zip.

## Abilities this recipe calls

- **Check AI credit usage** (`storeagent/get-usage-summary`, read only, from StoreAgent): Shows the AI credits used, the limit and what is left this period.
- **Find products** (`woocommerce/products-query`, read only, from WooCommerce): Finds products by name, SKU, status, type or stock status, with prices and stock.
- **Summarize product reviews** (`storeagent/summarize-reviews`, asks first, from StoreAgent): Writes a summary and key takeaways from a product's reviews and shows it on the product.

## Variations

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

- Do the same for all products whose name contains [search term].
- Only do the products that are in stock.

## Related recipes

- [Write Descriptions for Your Newest Products](https://storeagent.ai/mcp-recipes/new-product-descriptions.md): Drafts proper long and short copy for every product you added recently, in your tone, ready for you to check.
- [Write Alt Text for a Batch of Images](https://storeagent.ai/mcp-recipes/image-alt-text-batch.md): Paste in a list of image IDs and get accessible, search-friendly alt text written back to every one.
- [Lock a Page to Members Only](https://storeagent.ai/mcp-recipes/members-only-content.md): Checks what a page or post already restricts, then limits it to the plan you pick.

---

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/