# Google Trends Keyword Opportunity Finder (`razorkaan/google-trends-keyword-opportunity-finder`) Actor

Discover rising keyword opportunities from one seed niche. Automatically expands Google searches, validates demand and momentum with Google Trends, filters weak terms, and returns ranked opportunities for SEO, ecommerce, content, and market research.

- **URL**: https://apify.com/razorkaan/google-trends-keyword-opportunity-finder.md
- **Developed by:** [Sirac](https://apify.com/razorkaan) (community)
- **Categories:**
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

$0.15 / completed trend analysis

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

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

## What's an Apify Actor?

Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
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.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — 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

## Google Trends Keyword Opportunity Finder

Discover rising keyword opportunities from a single niche or seed keyword.

Instead of manually entering dozens of keywords into Google Trends, this Actor automatically expands one broad topic into hundreds of related Google Autocomplete suggestions, filters low-quality and navigational terms, validates demand and momentum with Google Trends, and returns the strongest opportunities in a ranked list.

### What this Actor does

Enter a broad niche such as:

- `fitness`
- `skincare`
- `home office`
- `coffee`
- `gaming`
- `travel`
- `AI tools`

The Actor will:

1. Generate hundreds of related Google Autocomplete queries
2. Remove irrelevant, local, and navigational searches
3. Select the strongest keyword candidates
4. Compare candidates against the original seed using Google Trends
5. Measure recent momentum and relative demand
6. Calculate an Opportunity Score
7. Return only the strongest keyword opportunities

### Why use this instead of a normal Google Trends scraper?

Most Google Trends scrapers require you to already know which keywords you want to analyze.

This Actor starts one step earlier.

You provide only one broad topic.

For example:

````text
fitness

# Actor input Schema

## `seed` (type: `string`):

Enter one broad topic, niche, product category, or market. Example: fitness, skincare, home office.
## `country` (type: `string`):

Country used for Google search suggestions and Google Trends.
## `language` (type: `string`):

Language used for Google Autocomplete discovery.
## `timeRange` (type: `string`):

Time period used to measure demand and recent momentum.
## `candidateLimit` (type: `integer`):

Internal number of candidate keywords analyzed.
## `resultLimit` (type: `integer`):

Maximum number of ranked opportunities returned.

## Actor input object example

```json
{
  "seed": "fitness",
  "country": "DE",
  "language": "de",
  "timeRange": "today 3-m",
  "candidateLimit": 12,
  "resultLimit": 8
}
````

# Actor output Schema

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

Ranked keyword opportunities with demand, momentum, confidence, and ranking reasons.

# 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 = {};

// Run the Actor and wait for it to finish
const run = await client.actor("razorkaan/google-trends-keyword-opportunity-finder").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 = {}

# Run the Actor and wait for it to finish
run = client.actor("razorkaan/google-trends-keyword-opportunity-finder").call(run_input=run_input)

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

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

```

## CLI example

```bash
echo '{}' |
apify call razorkaan/google-trends-keyword-opportunity-finder --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,razorkaan/google-trends-keyword-opportunity-finder"
        }
    }
}

```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/dg0npFhrOSqPBQcg5/builds/xPSBVS7lbUYeJ5XXn/openapi.json