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

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://beta-securitybyobscurity.apify.com/piotrv1001/clutch-listings-scraper.md
- **Developed by:** [Piotr Vassev](https://beta-securitybyobscurity.apify.com/piotrv1001) (community)
- **Categories:** Lead generation, Developer tools, Automation
- **Stats:** 246 total users, 11 monthly users, 90.6% runs succeeded, 6 bookmarks
- **User rating**: 1.00 out of 5 stars

## Pricing

$1.50 / 1,000 results

This Actor is paid per result. You are not charged for the Apify platform usage, but only a fixed price for dataset items the Actor outputs.

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

# 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.

### 🛠️ 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.

### 📊 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("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).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": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=piotrv1001/clutch-listings-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Clutch.co Listings Scraper",
        "description": "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.",
        "version": "0.0",
        "x-build-id": "hzeb1DGz5jr0T69dC"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/piotrv1001~clutch-listings-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-piotrv1001-clutch-listings-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/piotrv1001~clutch-listings-scraper/runs": {
            "post": {
                "operationId": "runs-sync-piotrv1001-clutch-listings-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/piotrv1001~clutch-listings-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-piotrv1001-clutch-listings-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "required": [
                    "searchUrls"
                ],
                "properties": {
                    "searchUrls": {
                        "title": "Search URLs",
                        "type": "array",
                        "description": "Add URL(s) of pages to extract company data.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "maxItemsPerUrl": {
                        "title": "Max items per URL",
                        "minimum": 1,
                        "type": "integer",
                        "description": "Maximum number of items to scrape from each URL.",
                        "default": 100
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
