# Screen Verified Local Agencies from Clutch

**Use case:** 

Create a public shortlist of verified local agencies from Clutch listing cards for regional sourcing and partner screening.

## Input

```json
{
  "searchUrls": [
    "https://clutch.co/agencies"
  ],
  "categoryUrl": "https://clutch.co/agencies/digital-marketing",
  "location": "London",
  "maxResults": 15,
  "maxPages": 2,
  "minRating": 4.5,
  "minReviews": 10,
  "verifiedOnly": true,
  "excludeSponsored": true,
  "serviceKeyword": "mobile app",
  "locationKeyword": "New York",
  "maxConcurrency": 2
}
```

## Output

```json
{
  "company_name": {
    "label": "Agency name",
    "format": "string"
  },
  "star_rating": {
    "label": "Star rating",
    "format": "number"
  },
  "review_count": {
    "label": "Review count",
    "format": "integer"
  },
  "location": {
    "label": "Agency location",
    "format": "string"
  },
  "min_project_size": {
    "label": "Minimum project size",
    "format": "string"
  },
  "hourly_rate": {
    "label": "Hourly rate",
    "format": "string"
  },
  "employees": {
    "label": "Team size",
    "format": "string"
  },
  "services": {
    "label": "Services",
    "format": "array"
  },
  "website": {
    "label": "Agency website",
    "format": "string"
  },
  "profile_url": {
    "label": "Clutch profile URL",
    "format": "string"
  },
  "is_verified": {
    "label": "Clutch verified",
    "format": "boolean"
  },
  "is_sponsored": {
    "label": "Sponsored placement",
    "format": "boolean"
  },
  "result_position": {
    "label": "Result position",
    "format": "integer"
  }
}
```

## About this Actor

This example demonstrates how to use [Clutch Agencies Scraper — Ratings, Services & Pricing](https://apify.com/khadinakbar/clutch-listings-scraper) with a specific input configuration. Visit the [Actor detail page](https://apify.com/khadinakbar/clutch-listings-scraper) to learn more, explore other use cases, and run it yourself.


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

- **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 full API examples (JavaScript, Python, CLI, MCP, OpenAPI), see this Task's Actor page: https://apify.com/khadinakbar/clutch-listings-scraper.md

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).
