# Clutch.co Listings Scraper (`piotrv1001/clutch-listings-scraper`) Actor

The Clutch.co Listings Scraper extracts paginated business data from Clutch.co URLs, capturing company titles, logos, hourly rates, reviews, ratings, and offered services—ideal for market research and competitor analysis.

- **URL**: https://apify.com/piotrv1001/clutch-listings-scraper.md
- **Developed by:** [FalconScrape](https://apify.com/piotrv1001) (community)
- **Categories:** Lead generation, Developer tools, Automation
- **Stats:** 1,259 total users, 28 monthly users, 97.1% runs succeeded, 7 bookmarks
- **User rating**: 1.00 out of 5 stars

## Pricing

$1.50 / 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.

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

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
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.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## 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.

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 examples already wired to this Actor's own input schema, see the [API](#api) section below.

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`).

# README

### 🚀 Clutch.co Listings Scraper

Easily extract business listings from Clutch.co. The **Clutch.co Listings Scraper** allows you to gather structured business data for market research and competitor analysis.

### ✨ Features

- 🏢 **Comprehensive Business Data**: Retrieve company titles, logos, hourly rates, reviews, ratings, and offered services.
- 🔍 **URL-Based Extraction**: Provide a list of Clutch.co URLs to extract relevant business listings.
- ⚡ **Fast & Efficient**: Quickly gather business insights for lead generation and competitive analysis.

### Unique results and pagination

The Actor follows Clutch’s Next links, including canonical paths after redirects. Profiles are deduplicated by Clutch profile URL across the run; result limits count unique output records. If a page repeats without adding new profile IDs, the Actor stops that directory with a warning rather than returning duplicate rows.

### 🛠️ How It Works

1. **Enter Clutch.co Business Listing URLs** – Provide an array of company listing page URLs from Clutch.co.
2. **Run the Scraper** – Start the process and receive structured business data instantly.

### 📋 Output Fields

Every run returns these 16 fields per record:

| Field | Type | Description |
|---|---|---|
| `title` | string | Agency name |
| `websiteUrl` | string | The agency's own website |
| `profileLink` | string | Clutch profile URL |
| `logo` | string | Agency logo |
| `isVerified` | boolean | Whether Clutch has verified the agency |
| `rating` | number | Average Clutch rating out of 5 |
| `reviewCount` | number | Number of Clutch reviews |
| `numberOfProjects` | number | Projects listed on the profile |
| `minProjectSize` | string | Minimum project size the agency accepts |
| `hourlyRate` | string | Published hourly rate range |
| `employeesCount` | string | Company size band |
| `location` | string | Headquarters location as displayed |
| `services` | array | Service lines offered |
| `tags` | array | Focus areas and specialisms |
| `description` | string | Agency summary |
| `scrapedAt` | string | ISO 8601 timestamp of when this row was scraped |

### 📊 Sample Output Data

The scraper provides structured JSON output with key business details. Example:

```json
[
    {
        "title": "Sigma Software Group",
        "isVerified": true,
        "profileLink": "https://clutch.co/profile/sigma-software-group",
        "logo": "https://img.shgstatic.com/clutch-static-prod/image/scale/50x50/s3fs-public/logos/2451e271e8e94e601746554d758ce530.png",
        "rating": 4.8,
        "reviewCount": 37,
        "minProjectSize": "$50,000+",
        "hourlyRate": "$50 - $99 / hr",
        "employeesCount": "1,000 - 9,999",
        "location": "West Hollywood, CA",
        "services": [
            "25% Mobile App Development",
            "25% Custom Software Development",
            "20% Web Development +3 services",
            "10% BI & Big Data Consulting & SI",
            "10% Enterprise App Modernization",
            "10% IoT Development"
        ],
        "description": "Sigma Software Group is a leading company specializing in mobile app development and software engineering services, including iOS and Android development. Across multiple reviews, clients commend their proficiency in delivering projects on time and within budget, with 100% of reviewers highlighting their innovative solutions and strong project management skills. Notably, they are appreciated for their adaptability and commitment to understanding client needs, which translates into highly satisfied clients and successful project outcomes.",
        "numberOfProjects": 37,
        "tags": [
            "Receptive",
            "12 reviews mention Mobile App Development",
            "4.3 out of 5.0 rating for cost",
            "Completed projects in 8 countries"
        ],
        "websiteUrl": "https://r.clutch.co/redirect?analyticsjs=true&category=Mobile+App+Development&content_group=directory&debug_mode=false&event_category=visit_website&event_label=86469&from_page=https%3A%2F%2Fclutch.co%2Fapp-developers%2Flos-angeles&is_sponsor=false&keyword=Mobile+App+Development&location_id=26487&no_click=1&page_canonical_id=1007001000000&page_location=https%3A%2F%2Fclutch.co%2Fapp-developers%2Flos-angeles&page_number=0&page_type=directory&pid=86469&position=6&source=directory&trace_id=9202ce0c59bdecc0&transport_url=https%3A%2F%2Fg.clutch.co&u=https%3A%2F%2Fsigma.software%2F%3Futm_source%3Dclutch.co%26utm_medium%3Dreferral%26utm_campaign%3Ddirectory"
    },
    {
        "title": "Jafton",
        "isVerified": true,
        "profileLink": "https://clutch.co/profile/jafton",
        "logo": "https://img.shgstatic.com/clutch-static-prod/image/scale/50x50/s3fs-public/logos/776c5e877d7d2dc91b0487369d55f2fc.jpg",
        "rating": 4.8,
        "reviewCount": 124,
        "minProjectSize": "$25,000+",
        "hourlyRate": "$50 - $99 / hr",
        "employeesCount": "10 - 49",
        "location": "Los Angeles, CA",
        "services": [
            "80% Mobile App Development",
            "10% AI Development",
            "10% Custom Software Development"
        ],
        "description": "Jafton is a dedicated Mobile App Development company specializing in creating and enhancing mobile applications with a strong emphasis on performance, user experience, and integration. Across various reviews, 100% of clients praised their responsive project management and technical skills, highlighting their ability to deliver on time and adapt to client needs efficiently. Although some clients noted areas for improvement in initial project planning and documentation, the overall feedback is overwhelmingly positive, with clients reporting increased user engagement and satisfaction post-collaboration.",
        "numberOfProjects": 124,
        "tags": [
            "Unique expertise",
            "81 reviews mention Mobile App Development",
            "Reviewed 3 times in the past 6 months",
            "Completed projects in 14 countries"
        ],
        "websiteUrl": "https://r.clutch.co/redirect?analyticsjs=true&category=Mobile+App+Development&content_group=directory&debug_mode=false&event_category=visit_website&event_label=912548&from_page=https%3A%2F%2Fclutch.co%2Fapp-developers%2Flos-angeles&is_sponsor=false&keyword=Mobile+App+Development&location_id=26487&no_click=1&page_canonical_id=1007001000000&page_location=https%3A%2F%2Fclutch.co%2Fapp-developers%2Flos-angeles&page_number=0&page_type=directory&pid=912548&position=7&source=directory&trace_id=9202ce0c59bdecc0&transport_url=https%3A%2F%2Fg.clutch.co&u=https%3A%2F%2Fwww.jafton.com%2Ftop-app-developers-in-los-angeles%3Futm_source%3Dclutch.co%26utm_medium%3Dreferral%26utm_campaign%3Dapp-developers-los-angeles"
    }
]
```

Gain valuable business insights with **Clutch.co Listings Scraper** today! 🚀🏢

# Actor input Schema

## `searchUrls` (type: `array`):

Add URL(s) of pages to extract company data.

## `maxItemsPerUrl` (type: `integer`):

Maximum number of items to scrape from each URL.

## Actor input object example

```json
{
  "searchUrls": [
    "https://clutch.co/app-developers/los-angeles"
  ],
  "maxItemsPerUrl": 100
}
```

# 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 = {
    "searchUrls": [
        "https://clutch.co/app-developers/los-angeles"
    ],
    "maxItemsPerUrl": 100
};

// Run the Actor and wait for it to finish
const run = await client.actor("piotrv1001/clutch-listings-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 = {
    "searchUrls": ["https://clutch.co/app-developers/los-angeles"],
    "maxItemsPerUrl": 100,
}

# Run the Actor and wait for it to finish
run = client.actor("piotrv1001/clutch-listings-scraper").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 '{
  "searchUrls": [
    "https://clutch.co/app-developers/los-angeles"
  ],
  "maxItemsPerUrl": 100
}' |
apify call piotrv1001/clutch-listings-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,piotrv1001/clutch-listings-scraper"
        }
    }
}
```

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/rjgEucfz7R40uIIj5/builds/4PTqKkGZURpUC0Lw5/openapi.json