# Google Shopping Trends: Product Demand by Keyword

**Use case:** 

Google Trends for Google Shopping searches: product demand over five years, by state, plus the top and rising product searches around each keyword. Spot seasonal peaks early and time launches, stock and ads to real shopping demand. Thousands of products per run, $2.50 per 1,000 keywords; keywords without data are free.

## Input

```json
{
  "keywords": [
    "air fryer",
    "standing desk",
    "matcha",
    "heated jacket"
  ],
  "preset": "research",
  "geo": "US",
  "timeRange": "today 5-y",
  "property": "shopping",
  "category": 0,
  "outputFormat": "perKeyword",
  "language": "en-US",
  "maxTopicsWaitMinutes": 15
}
```

## Output

```json
{
  "keyword": {
    "label": "Keyword",
    "format": "text"
  },
  "location": {
    "label": "Location",
    "format": "text"
  },
  "timeRangeLabel": {
    "label": "Time range",
    "format": "text"
  },
  "status": {
    "label": "Status",
    "format": "text"
  },
  "statusMessage": {
    "label": "Result",
    "format": "text"
  },
  "interestOverTime": {
    "label": "Interest over time (every point)",
    "format": "array"
  },
  "interestByRegion": {
    "label": "Interest by region (every region)",
    "format": "array"
  },
  "interestByMetro": {
    "label": "Interest by metro area",
    "format": "array"
  },
  "interestByCity": {
    "label": "Interest by city",
    "format": "array"
  },
  "relatedQueries": {
    "label": "Related queries (top and rising)",
    "format": "object"
  },
  "relatedTopics": {
    "label": "Related topics (top and rising)",
    "format": "object"
  },
  "googleTrendsUrl": {
    "label": "Open in Google Trends",
    "format": "link"
  }
}
```

## How it works

### 1. Sign up on Apify or log in

The Google Trends API & Scraper: Regions, Related Queries & Topics Actor is ready to run with the inputs already set for "Google Shopping Trends: Product Demand by Keyword". [Sign up or log in](https://console.apify.com/create-task-from-example/i0KuIveVrhXaF2G1t) and you'll land in Apify Console with a copy of this exact task.

### 2. Start the "Google Shopping Trends: Product Demand by Keyword" task

The Google Trends API & Scraper: Regions, Related Queries & Topics Actor will start running based on the input automatically. You can also change all the input fields, like keywords, what to get, and more, to match your specific use case.

### 3. Receive the "Google Shopping Trends: Product Demand by Keyword" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as keyword, location, time range, and more.

### 4. Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also [run the "Google Shopping Trends: Product Demand by Keyword" task via API](https://apify.com/clean-fetch/google-trends-scraper.md).

## FAQ

### How is Google Shopping trend data different from web search?

Google Shopping trends count searches made on Google Shopping, where people are looking to buy. The Google Shopping Trends task shows product demand, not general interest in a topic.

### How do I find seasonal peaks for a product?

The Google Shopping Trends task looks at five years by default, so the same peaks show up each year. Each result also gives the peak date and whether demand is rising or falling now.

### Can I check a whole product catalog?

The Google Shopping Trends task takes thousands of product keywords in one run. Paste one product per line, or load the list through the API from your store.

### How much does Google Shopping trend data cost?

The Google Shopping Trends task costs $2.50 per 1,000 keywords for the trend line, regions and related queries. Products Google has no data for are free.

## About this Actor

This example demonstrates how to use [Google Trends API & Scraper: Regions, Related Queries & Topics](https://apify.com/clean-fetch/google-trends-scraper.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/clean-fetch/google-trends-scraper.md) to learn more, explore other use cases, and run it yourself.


## How to integrate an Actor?

This Task's input is already configured above. Use it as-is rather than inventing a new one.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/clean-fetch/google-trends-scraper.md

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).