# Apify Store Competitor Analysis for Your Actor Idea

**Use case:** 

Describe an Actor or scraper idea in plain language and get its Apify Store competition: how many Actors already serve the niche, their combined monthly users, the first-party share, and the top five by relevance with monthly users, pricing model and 30-day run success. Quick depth reads the Apify Store and Ideas Board only and ends in a PURSUE, CONSIDER or SKIP verdict with its rationale.

## Input

```json
{
  "niche": "Shopify App Store review monitoring",
  "depth": "quick",
  "includeCommercial": true
}
```

## Output

```json
{
  "niche": {
    "label": "Niche",
    "format": "string"
  },
  "depth": {
    "label": "Depth",
    "format": "string"
  },
  "verdict": {
    "label": "Verdict",
    "format": "string"
  },
  "verdict_rationale": {
    "label": "Verdict rationale",
    "format": "string"
  },
  "scores": {
    "label": "Scores",
    "format": "object"
  },
  "ethical_filter_flags": {
    "label": "Ethical filter flags",
    "format": "array"
  },
  "timestamp": {
    "label": "Timestamp",
    "format": "string"
  }
}
```

## How it works

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

The Apify Opportunity Scout: Actor Idea Validation, Market Research Actor is ready to run with the inputs already set for "Apify Store Competitor Analysis for Your Actor Idea". [Sign up or log in](https://console.apify.com/create-task-from-example/sj7gOsyyksPEwFevp) and you'll land in Apify Console with a copy of this exact task.

### 2. Start the "Apify Store Competitor Analysis for Your Actor Idea" task

The Apify Opportunity Scout: Actor Idea Validation, Market Research Actor will start running based on the input automatically. You can also change all the input fields, like niche, depth, and more, to match your specific use case.

### 3. Receive the "Apify Store Competitor Analysis for Your Actor Idea" 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 niche, depth, verdict, 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 "Apify Store Competitor Analysis for Your Actor Idea" task via API](https://apify.com/shelvick/apify-opportunity-scout.md).

## About this Actor

This example demonstrates how to use [Apify Opportunity Scout: Actor Idea Validation, Market Research](https://apify.com/shelvick/apify-opportunity-scout.md) with a specific input configuration. Visit the [Actor detail page](https://apify.com/shelvick/apify-opportunity-scout.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/shelvick/apify-opportunity-scout.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`).