# Amazon Products Scraper (`techforce.global/amazon-scraper`) Actor

Scrape Amazon products by keyword, category, or URL. Get price, rating, reviews, brand, availability & images across 7 marketplaces. Export to JSON, CSV, Excel or deliver to Notion, Slack & more.

- **URL**: https://apify.com/techforce.global/amazon-scraper.md
- **Developed by:** [Techforce Global](https://apify.com/techforce.global) (community)
- **Categories:** Agents, E-commerce, Automation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $8.70 / 1,000 results

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js/docs.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python/docs.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/integrations/mcp.md).

If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).


# README

### Amazon Products Scraper

Scrape **product data from any Amazon marketplace** — title, price, currency, rating, reviews, brand, availability, images, feature bullets, description, and category breadcrumbs. **No Amazon login, no API keys, no fragile copy-paste.**

Built for e-commerce teams, price-monitoring tools, and analysts who need clean, structured Amazon product data for a keyword, a category, or a specific product — in minutes, not an afternoon of manual collection.

> **Enter a keyword or paste an Amazon URL → get structured product records → deliver them straight into Notion, Slack, Jira, Airtable, or any MCP connector — or export to CSV/Excel/JSON.**

---

### ⭐ Why This Actor?

- ✅ **Search by keyword _or_ URL** — type a search term, or paste a search / category / product URL. Direct `/dp/` and `/gp/product/` links are scraped straight to product detail.
- ✅ **7 marketplaces supported** — India, US, UK, Germany, Canada, Australia, and UAE, with the correct language and currency applied per marketplace.
- ✅ **Currency done right** — the marketplace is authoritative, so an ambiguous `$` is correctly resolved to USD, CAD, or AUD instead of guessed.
- ✅ **Core + rich fields** — not just title and price: brand, availability, feature bullets, full description, category breadcrumbs, ASIN, rating, review count, and hi-res image.
- ✅ **Anti-bot resilient** — runs through **Apify Proxy** (residential by default), pins the proxy exit country to match the marketplace, and clears Amazon's bot-manager (`bm-verify`) challenge automatically.
- ✅ **Cost-predictable** — hard caps on products per search and pages per search keep every run bounded and affordable.
- ✅ **Deliver anywhere via MCP connectors** — push results straight into Notion, Slack, Jira, GitHub, Linear, Airtable, and more, with no glue code.
- ✅ **Export-ready** — JSON, CSV, Excel, or direct API access for your BI tool, spreadsheet, or price tracker.

---

### 📝 Use Cases & ROI

| Use Case                    | Time Saved        | What You Get                                                     |
| --------------------------- | ----------------- | ---------------------------------------------------------------- |
| **Price Monitoring**        | 2–5 hrs/day       | Current prices & availability across your tracked SKUs           |
| **Competitor Research**     | 3–6 hrs/analysis  | Full product listings for a category or rival brand              |
| **Catalog / Market Sizing** | 2–4 hrs/report    | Structured product data across a keyword or category             |
| **Review & Rating Insights**| 1–3 hrs/study     | Ratings and review counts to gauge demand and sentiment          |
| **Product Data Enrichment** | 2–4 hrs/batch     | Fresh title, brand, image, and spec records piped into your DB   |

---

### 🚀 How to Use

1. Open the Actor on Apify
2. Enter one or more **Search keywords** (e.g. `"wireless headphones"`) — or paste **Start URLs** (search, category, or product pages)
3. Pick the **Amazon marketplace** (default: `amazon.in`)
4. Set **Max products per search** and **Max listing pages per search** to bound the run
5. Keep the default **Residential proxy** on — Amazon aggressively blocks datacenter IPs
6. Click **Run** — results are ready in minutes
7. Download as CSV, Excel, or JSON — or pull the dataset via the Apify API

> 🌐 **Proxy**: requests run through **Apify Proxy** (residential group by default) and the exit country is auto-matched to the marketplace, so Amazon serves localized, un-blocked results. You normally don't need to change this. (Residential proxies require a paid Apify plan.)

> 🎯 **Keywords vs. URLs**: keywords are turned into search URLs on your chosen marketplace. Start URLs are scraped as-is — a `amazon.co.uk` URL is scraped on UK regardless of the marketplace dropdown.

---

### 🧩 Input Configuration

| Field                | Type      | Required | Description                                                                                                   |
| -------------------- | --------- | -------- | ------------------------------------------------------------------------------------------------------------- |
| `searchKeywords`     | Array     | Optional | Keywords to search for. Each keyword is searched separately and its result pages are scraped.                 |
| `startUrls`          | Array     | Optional | Amazon URLs to scrape directly — search, category/listing, or product (`/dp/`, `/gp/product/`) pages.         |
| `amazonDomain`       | Enum      | Optional | Marketplace used to build search URLs from keywords. Default: `www.amazon.in`.                                |
| `maxItemsPerSearch`  | Integer   | Optional | Max products to scrape per keyword or listing start URL. `0` = no limit. Default: `100`.                      |
| `maxPagesPerSearch`  | Integer   | Optional | Max result pages to paginate per search / listing (1–20). Default: `5`.                                       |
| `proxyConfiguration` | Object    | Optional | Proxy used to fetch pages. Defaults to **Apify Proxy** with the `RESIDENTIAL` group — strongly recommended.   |
| `mcpConnector`       | Connector | Optional | Deliver results into a connector you've authorized (Notion, Slack, Jira, GitHub, Linear, Airtable, …).        |
| `deliveryMode`       | Enum      | Optional | `perProduct` (one call per product), `summary` (one combined call), or `none`. Default: `perProduct`.         |
| `mcpTool`            | String    | Optional | Tool to call on the connector (e.g. `create_page`, `send_message`, `create_issue`).                          |
| `mcpArguments`       | Object    | Optional | Arguments for the tool; string values support `{placeholders}`.                                              |
| `mcpMessageTemplate` | String    | Optional | Template rendered per delivery, exposed as the `{message}` placeholder.                                       |

> At least one of `searchKeywords` or `startUrls` must be provided.

> 💡 First time with a connector? Run once with a connector selected — the run log prints the connector's available tool names, so you know what to put in **Connector tool name**.

#### Example — Search by keyword (India)

```json
{
    "searchKeywords": ["wireless headphones"],
    "amazonDomain": "www.amazon.in",
    "maxItemsPerSearch": 20,
    "maxPagesPerSearch": 2,
    "proxyConfiguration": {
        "useApifyProxy": true,
        "apifyProxyGroups": ["RESIDENTIAL"]
    }
}
````

#### Example — Multiple keywords on Amazon US

```json
{
    "searchKeywords": ["running shoes", "yoga mat"],
    "amazonDomain": "www.amazon.com",
    "maxItemsPerSearch": 50,
    "maxPagesPerSearch": 3,
    "proxyConfiguration": {
        "useApifyProxy": true,
        "apifyProxyGroups": ["RESIDENTIAL"]
    }
}
```

#### Example — Scrape specific URLs (search, category & product)

```json
{
    "startUrls": [
        { "url": "https://www.amazon.co.uk/s?k=laptop" },
        { "url": "https://www.amazon.in/dp/B0BSNP4W7C" }
    ],
    "maxItemsPerSearch": 30,
    "proxyConfiguration": {
        "useApifyProxy": true,
        "apifyProxyGroups": ["RESIDENTIAL"]
    }
}
```

#### Example — Scrape and post each product to Slack

```json
{
    "searchKeywords": ["wireless headphones"],
    "amazonDomain": "www.amazon.in",
    "maxItemsPerSearch": 15,
    "mcpConnector": "<your-slack-connector>",
    "deliveryMode": "perProduct",
    "mcpTool": "send_message",
    "mcpArguments": { "channel": "#products", "text": "{message}" },
    "mcpMessageTemplate": "*{title}* — {priceRaw} ({rating}★, {reviewsCount} reviews)\n{url}"
}
```

#### Example — Scrape and create one Notion page with all products

```json
{
    "searchKeywords": ["yoga mat"],
    "amazonDomain": "www.amazon.com",
    "maxItemsPerSearch": 50,
    "mcpConnector": "<your-notion-connector>",
    "deliveryMode": "summary",
    "mcpTool": "create_page",
    "mcpArguments": {
        "parent": "<database-id>",
        "title": "Amazon — yoga mat ({productCount} products)",
        "content": "{products}"
    }
}
```

#### Placeholders available in arguments / template

Per-product (`perProduct` mode): `{asin}` · `{title}` · `{brand}` · `{price}` · `{priceRaw}` · `{currency}` · `{rating}` · `{reviewsCount}` · `{availability}` · `{url}` · `{thumbnailUrl}` · `{searchName}` · `{position}` · `{message}`

Summary (`summary` mode): `{productCount}` · `{products}` (a markdown list of every product) · `{message}`

***

### 📦 Output Fields

Each product record includes:

| Field            | Description                                                              |
| ---------------- | ------------------------------------------------------------------------ |
| `asin`           | Amazon Standard Identification Number                                    |
| `title`          | Product title                                                            |
| `brand`          | Brand / manufacturer (from byline or detail table)                       |
| `price`          | Numeric price                                                            |
| `priceRaw`       | Price exactly as shown on the page (e.g. `"₹1,299.00"`)                  |
| `currency`       | ISO currency code, resolved from the marketplace (e.g. `INR`, `USD`)     |
| `rating`         | Average star rating (out of 5)                                           |
| `reviewsCount`   | Number of ratings / reviews                                              |
| `availability`   | Stock / delivery message                                                 |
| `features`       | Feature-bullet list                                                      |
| `description`    | Product description text                                                 |
| `categories`     | Category breadcrumb trail                                                |
| `thumbnailUrl`   | Hi-res product image URL                                                 |
| `productDetails` | Key/value map of the technical-details / additional-information table    |
| `url`            | Canonical product URL                                                    |
| `searchName`     | The keyword or start URL this product came from                          |
| `position`       | Rank of the product within its search results                            |

#### Example Output

```json
[
    {
        "asin": "B0BSNP4W7C",
        "title": "Sony WH-CH520 Wireless Bluetooth Headphones",
        "brand": "Sony",
        "price": 3990.0,
        "priceRaw": "₹3,990.00",
        "currency": "INR",
        "rating": 4.2,
        "reviewsCount": 15243,
        "availability": "In stock",
        "features": ["Up to 50 hours battery life", "Multipoint connection"],
        "description": "Wireless headphones with long battery life ...",
        "categories": ["Electronics", "Headphones", "On-Ear Headphones"],
        "thumbnailUrl": "https://m.media-amazon.com/images/I/51xyz.jpg",
        "url": "https://www.amazon.in/dp/B0BSNP4W7C",
        "searchName": "wireless headphones",
        "position": 1
    }
]
```

> You can download the dataset in various formats such as JSON, HTML, CSV, or Excel.

***

### 🔌 Integrations & Delivery

Deliver scraped products into any MCP connector you've authorized in Apify — no glue code, no webhooks:

- **Notion** — create a page/row per product, or one summary page for the whole run
- **Slack / Discord** — post products to a channel
- **Jira / GitHub / Linear** — open issues or tasks per product
- **Airtable / Google Sheets** — append structured rows
- …or any other MCP-compatible connector

Choose **`perProduct`** to fire one connector call per product, or **`summary`** for a single call containing every product. Credentials stay private — delivery runs through the **Apify MCP Proxy**, so the Actor never sees your connector tokens.

Prefer to pull the data yourself? Every run also stores results in an Apify dataset:

- **Export** — download as JSON, CSV, Excel, or XML
- **Apify API** — pull the dataset directly into your app, BI tool, or price tracker
- **Automation** — wire it into **n8n, Zapier, and Make** to trigger runs and route data
- **Scheduling** — run it on a schedule for continuous price / availability monitoring

***

### 🆘 Support

For issues, custom scraping requests, or feature suggestions:

**Email**: bhavin.shah@techforceglobal.com

***

#### Need a Custom Pipeline?

Want multi-marketplace batch runs, deeper enrichment (seller data, variations, offers), or a full CRM / warehouse integration?

#### [📅 Book a Free 15-min Consultation](https://calendly.com/techforce-infotech-pvt-ltd/intro-meeting?month=2026-01)

***

Made with ❤️ by **[Techforce](https://www.techforceglobal.com)**
Specialists in High-Performance Web Scrapers and AI Automation.

***

### Disclaimer

This Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by Amazon. Amazon® and all related marks are trademarks of Amazon.com, Inc. or its affiliates; all trademarks are the property of their respective owners. The Actor collects only publicly available product information. Use the data responsibly and in compliance with applicable laws (including GDPR/CCPA) and the terms of the platforms you operate on.

# Actor input Schema

## `searchKeywords` (type: `array`):

Keywords to search for on Amazon (e.g. "wireless headphones"). Each keyword is searched separately and the matching result pages are scraped.

## `startUrls` (type: `array`):

Amazon URLs to scrape directly. Supports search result pages, category/listing pages, and individual product (/dp/ or /gp/product/) pages. Listing pages are crawled and their products enqueued; product pages are scraped directly.

## `amazonDomain` (type: `string`):

Marketplace domain used to build search URLs from keywords.

## `maxItemsPerSearch` (type: `integer`):

Maximum number of products to scrape for each keyword or listing start URL. Set to 0 for no limit.

## `maxPagesPerSearch` (type: `integer`):

Maximum number of result pages to paginate through for each search / listing. Amazon typically caps search results around page 7-20.

## `proxyConfiguration` (type: `object`):

Proxy settings. Amazon aggressively blocks scrapers, so Apify Residential proxies are strongly recommended (requires a paid Apify plan).

## `mcpConnector` (type: `string`):

Optionally deliver the scraped products into a connector you have authorized — Notion, Slack, Linear, Airtable, Jira, GitHub, or any MCP-compatible connector. Leave empty to only save the results to the dataset.

## `deliveryMode` (type: `string`):

How to deliver to the connector: 'perProduct' (one call per scraped product), 'summary' (one call containing all products), or 'none' (save to dataset only).

## `mcpTool` (type: `string`):

Name of the tool to call on the connector (e.g. 'create\_page' for Notion, 'send\_message' for Slack, 'create\_issue' for Jira/GitHub). If unsure, run once with a connector selected — the log lists the connector's available tools.

## `mcpArguments` (type: `object`):

Arguments passed to the connector tool. String values support {placeholders}. In 'perProduct' mode: {asin}, {title}, {brand}, {price}, {priceRaw}, {currency}, {rating}, {reviewsCount}, {availability}, {url}, {thumbnailUrl}, {searchName}, {position} and {message} (the rendered template below). In 'summary' mode: {productCount}, {products} (a markdown list of all products) and {message}. Example for Slack: {"channel": "#products", "text": "{message}"}.

## `mcpMessageTemplate` (type: `string`):

Optional template rendered and exposed as the {message} placeholder in the tool arguments. Per-product example: '*{title}* — {priceRaw} ({rating}★, {reviewsCount} reviews)\n{url}'. Summary example: 'Found {productCount} products:\n\n{products}'.

## Actor input object example

```json
{
  "searchKeywords": [
    "wireless headphones",
    "running shoes"
  ],
  "startUrls": [
    {
      "url": "https://www.amazon.in/s?k=laptop"
    }
  ],
  "amazonDomain": "www.amazon.in",
  "maxItemsPerSearch": 100,
  "maxPagesPerSearch": 5,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  },
  "deliveryMode": "perProduct",
  "mcpTool": "",
  "mcpArguments": {},
  "mcpMessageTemplate": ""
}
```

# Actor output Schema

## `results` (type: `string`):

No description

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "searchKeywords": [
        "wireless headphones"
    ],
    "startUrls": [],
    "proxyConfiguration": {
        "useApifyProxy": true,
        "apifyProxyGroups": [
            "RESIDENTIAL"
        ]
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("techforce.global/amazon-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "searchKeywords": ["wireless headphones"],
    "startUrls": [],
    "proxyConfiguration": {
        "useApifyProxy": True,
        "apifyProxyGroups": ["RESIDENTIAL"],
    },
}

# Run the Actor and wait for it to finish
run = client.actor("techforce.global/amazon-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "searchKeywords": [
    "wireless headphones"
  ],
  "startUrls": [],
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}' |
apify call techforce.global/amazon-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=techforce.global/amazon-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Amazon Products Scraper",
        "description": "Scrape Amazon products by keyword, category, or URL. Get price, rating, reviews, brand, availability & images across 7 marketplaces. Export to JSON, CSV, Excel or deliver to Notion, Slack & more.",
        "version": "0.1",
        "x-build-id": "E1vbburZauGlPbhmg"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/techforce.global~amazon-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-techforce.global-amazon-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/techforce.global~amazon-scraper/runs": {
            "post": {
                "operationId": "runs-sync-techforce.global-amazon-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/techforce.global~amazon-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-techforce.global-amazon-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "properties": {
                    "searchKeywords": {
                        "title": "Search keywords",
                        "type": "array",
                        "description": "Keywords to search for on Amazon (e.g. \"wireless headphones\"). Each keyword is searched separately and the matching result pages are scraped.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "startUrls": {
                        "title": "Start URLs (search / category / product)",
                        "type": "array",
                        "description": "Amazon URLs to scrape directly. Supports search result pages, category/listing pages, and individual product (/dp/ or /gp/product/) pages. Listing pages are crawled and their products enqueued; product pages are scraped directly.",
                        "items": {
                            "type": "object",
                            "required": [
                                "url"
                            ],
                            "properties": {
                                "url": {
                                    "type": "string",
                                    "title": "URL of a web page",
                                    "format": "uri"
                                }
                            }
                        }
                    },
                    "amazonDomain": {
                        "title": "Amazon marketplace",
                        "enum": [
                            "www.amazon.in",
                            "www.amazon.com",
                            "www.amazon.co.uk",
                            "www.amazon.de",
                            "www.amazon.ca",
                            "www.amazon.com.au",
                            "www.amazon.ae"
                        ],
                        "type": "string",
                        "description": "Marketplace domain used to build search URLs from keywords.",
                        "default": "www.amazon.in"
                    },
                    "maxItemsPerSearch": {
                        "title": "Max products per search / start URL",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Maximum number of products to scrape for each keyword or listing start URL. Set to 0 for no limit.",
                        "default": 100
                    },
                    "maxPagesPerSearch": {
                        "title": "Max listing pages per search",
                        "minimum": 1,
                        "maximum": 20,
                        "type": "integer",
                        "description": "Maximum number of result pages to paginate through for each search / listing. Amazon typically caps search results around page 7-20.",
                        "default": 5
                    },
                    "proxyConfiguration": {
                        "title": "Proxy configuration",
                        "type": "object",
                        "description": "Proxy settings. Amazon aggressively blocks scrapers, so Apify Residential proxies are strongly recommended (requires a paid Apify plan).",
                        "default": {
                            "useApifyProxy": true,
                            "apifyProxyGroups": [
                                "RESIDENTIAL"
                            ]
                        }
                    },
                    "mcpConnector": {
                        "title": "Deliver to (MCP connector)",
                        "type": "string",
                        "description": "Optionally deliver the scraped products into a connector you have authorized — Notion, Slack, Linear, Airtable, Jira, GitHub, or any MCP-compatible connector. Leave empty to only save the results to the dataset."
                    },
                    "deliveryMode": {
                        "title": "Delivery mode",
                        "enum": [
                            "perProduct",
                            "summary",
                            "none"
                        ],
                        "type": "string",
                        "description": "How to deliver to the connector: 'perProduct' (one call per scraped product), 'summary' (one call containing all products), or 'none' (save to dataset only).",
                        "default": "perProduct"
                    },
                    "mcpTool": {
                        "title": "Connector tool name",
                        "type": "string",
                        "description": "Name of the tool to call on the connector (e.g. 'create_page' for Notion, 'send_message' for Slack, 'create_issue' for Jira/GitHub). If unsure, run once with a connector selected — the log lists the connector's available tools.",
                        "default": ""
                    },
                    "mcpArguments": {
                        "title": "Connector tool arguments",
                        "type": "object",
                        "description": "Arguments passed to the connector tool. String values support {placeholders}. In 'perProduct' mode: {asin}, {title}, {brand}, {price}, {priceRaw}, {currency}, {rating}, {reviewsCount}, {availability}, {url}, {thumbnailUrl}, {searchName}, {position} and {message} (the rendered template below). In 'summary' mode: {productCount}, {products} (a markdown list of all products) and {message}. Example for Slack: {\"channel\": \"#products\", \"text\": \"{message}\"}.",
                        "default": {}
                    },
                    "mcpMessageTemplate": {
                        "title": "Message template",
                        "type": "string",
                        "description": "Optional template rendered and exposed as the {message} placeholder in the tool arguments. Per-product example: '*{title}* — {priceRaw} ({rating}★, {reviewsCount} reviews)\\n{url}'. Summary example: 'Found {productCount} products:\\n\\n{products}'.",
                        "default": ""
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
