# Clutchco Scraper (`kawsar/clutchco-scraper`) Actor
Clutch.co Scraper pulls company listings and profile data from any Clutch.co category or region, so you can research vendors, compare rates, and build B2B lead lists without clicking through pages manually.
- **URL**: https://apify.com/kawsar/clutchco-scraper.md
- **Developed by:** [Kawsar](https://apify.com/kawsar) (community)
- **Categories:** Lead generation, Automation, Developer tools
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet
## Pricing
from $3.99 / 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.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.
Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event
## What's an Apify Actor?
Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
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.
In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):
```bash
npm install apify-client
```
In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):
```bash
pip install apify-client
```
In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):
````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash
In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).
If your project is in a different language, use 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
## Clutch.co Scraper
Scrape company listings and profiles from Clutch.co. Get ratings, review counts, hourly rates, project size ranges, employee counts, and service breakdowns for any category or region.
### What it does
Give it a Clutch.co listing URL (like `clutch.co/developers/reactjs/uk/england/london`) or a company profile URL. It pulls every company on the page, then keeps paginating until it hits your item limit. No setup beyond the URL.
Listing pages return one record per company. Profile pages (`/profile/company-name`) return a deeper record that also includes portfolio items and average project size.
### Input
| Field | Type | Description |
|---|---|---|
| `startUrls` | string list | One or more Clutch.co listing or profile URLs |
| `maxItems` | integer | Maximum companies to return (default: 50, max: 1000) |
| `requestTimeoutSecs` | integer | Per-request timeout in seconds (default: 30) |
#### Example input
```json
{
"startUrls": [
"https://clutch.co/developers/reactjs/uk/england/london",
"https://clutch.co/agencies/seo"
],
"maxItems": 100
}
````
### Output
Each company is saved as one record in the dataset.
#### Example output (listing page)
```json
{
"name": "Infinum",
"clutchId": "40190",
"rankPosition": 3,
"profileUrl": "https://clutch.co/profile/infinum",
"logoUrl": "https://img.shgstatic.com/clutch-static-prod/image/s3fs-public/logos/2694e4ada802ba2c0b818178b65bca38.png",
"clutchRating": 4.8,
"reviewCount": 55,
"verifiedBadge": "Premier Verified",
"location": "London, England",
"minProjectSize": "$50,000+",
"hourlyRate": "$150 - $199",
"employees": "250 - 999",
"services": ["20% Web Development", "20% Custom Software Development", "20% Mobile App Development"],
"companyBio": "Infinum is a global custom software development company specializing in enterprise-grade web, mobile, and integrated digital platforms.",
"pageType": "listing",
"sourceUrl": "https://clutch.co/developers/reactjs/uk/england/london",
"scrapedAt": "2026-04-28T10:00:00+00:00",
"error": null
}
```
#### Example output (profile page)
```json
{
"name": "Infinum",
"profileUrl": "https://clutch.co/profile/infinum",
"clutchRating": 4.8,
"reviewCount": 55,
"verifiedBadge": "Premier Verified",
"location": "London, England",
"minProjectSize": "$50,000+",
"avgProjectSize": "$200,000 - $999,999",
"hourlyRate": "$150 - $199",
"employees": "250 - 999",
"services": ["Mobile App Development", "Web Development", "UX/UI Design"],
"companyBio": "Infinum is a global custom software development company...",
"portfolio": [
{"portfolioTitle": "E-commerce Platform Rebuild", "portfolioImageUrl": "https://..."}
],
"pageType": "profile",
"sourceUrl": "https://clutch.co/profile/infinum",
"scrapedAt": "2026-04-28T10:00:00+00:00",
"error": null
}
```
### How to use
1. Open the actor on Apify and click **Try for free**
2. Paste one or more Clutch.co URLs into **Start URLs**
3. Set **Max items** (default 50)
4. Click **Start** and download results when done
### Use cases
- Build a vendor shortlist without clicking through dozens of Clutch pages manually
- Track a competitor's rating and review count over time
- Pull IT service company data for B2B outreach
- Research going rates and project minimums for a specific region or specialty
### Notes
- Clutch.co shows roughly 83 companies per listing page. Pagination is automatic.
- Profile pages return a richer record with portfolio items and average project size.
- Set `maxItems` to keep run time and cost predictable. Large categories can have thousands of listings.
- If a URL fails, the actor logs an error and moves on without stopping the rest of the run.
# Actor input Schema
## `startUrls` (type: `array`):
One or more Clutch.co listing or company profile URLs to scrape. Listing URLs look like clutch.co/developers/reactjs, profile URLs look like clutch.co/profile/company-name.
## `maxItems` (type: `integer`):
Maximum number of companies to return per run.
## `requestTimeoutSecs` (type: `integer`):
Per-request timeout in seconds.
## Actor input object example
```json
{
"startUrls": [
"https://clutch.co/developers/reactjs/uk/england/london",
"https://clutch.co/profile/infinum"
],
"maxItems": 50,
"requestTimeoutSecs": 30
}
```
# 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 '' with your token
const client = new ApifyClient({
token: '',
});
// Prepare Actor input
const input = {
"startUrls": [
"https://clutch.co/developers/reactjs/uk/england/london",
"https://clutch.co/agencies/seo"
]
};
// Run the Actor and wait for it to finish
const run = await client.actor("kawsar/clutchco-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 '' with your token.
client = ApifyClient("")
# Prepare the Actor input
run_input = { "startUrls": [
"https://clutch.co/developers/reactjs/uk/england/london",
"https://clutch.co/agencies/seo",
] }
# Run the Actor and wait for it to finish
run = client.actor("kawsar/clutchco-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 '{
"startUrls": [
"https://clutch.co/developers/reactjs/uk/england/london",
"https://clutch.co/agencies/seo"
]
}' |
apify call kawsar/clutchco-scraper --silent --output-dataset
```
## MCP server setup
```json
{
"mcpServers": {
"apify": {
"command": "npx",
"args": [
"mcp-remote",
"https://mcp.apify.com/?tools=kawsar/clutchco-scraper",
"--header",
"Authorization: Bearer "
]
}
}
}
```
## OpenAPI specification
```json
{
"openapi": "3.0.1",
"info": {
"title": "Clutchco Scraper",
"description": "Clutch.co Scraper pulls company listings and profile data from any Clutch.co category or region, so you can research vendors, compare rates, and build B2B lead lists without clicking through pages manually.",
"version": "0.0",
"x-build-id": "I0lHTD40hnebYfGS1"
},
"servers": [
{
"url": "https://api.apify.com/v2"
}
],
"paths": {
"/acts/kawsar~clutchco-scraper/run-sync-get-dataset-items": {
"post": {
"operationId": "run-sync-get-dataset-items-kawsar-clutchco-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": {
"$ref": "#/components/schemas/inputSchema"
}
}
}
},
"parameters": [
{
"name": "token",
"in": "query",
"required": true,
"schema": {
"type": "string"
},
"description": "Enter your Apify token here"
}
],
"responses": {
"200": {
"description": "OK"
}
}
}
},
"/acts/kawsar~clutchco-scraper/runs": {
"post": {
"operationId": "runs-sync-kawsar-clutchco-scraper",
"x-openai-isConsequential": false,
"summary": "Executes an Actor and returns information about the initiated run in response.",
"tags": [
"Run Actor"
],
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$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": {
"$ref": "#/components/schemas/runsResponseSchema"
}
}
}
}
}
}
},
"/acts/kawsar~clutchco-scraper/run-sync": {
"post": {
"operationId": "run-sync-kawsar-clutchco-scraper",
"x-openai-isConsequential": false,
"summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
"tags": [
"Run Actor"
],
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$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": [
"startUrls"
],
"properties": {
"startUrls": {
"title": "Start URLs",
"type": "array",
"description": "One or more Clutch.co listing or company profile URLs to scrape. Listing URLs look like clutch.co/developers/reactjs, profile URLs look like clutch.co/profile/company-name.",
"items": {
"type": "string"
}
},
"maxItems": {
"title": "Max items",
"minimum": 1,
"maximum": 1000,
"type": "integer",
"description": "Maximum number of companies to return per run.",
"default": 50
},
"requestTimeoutSecs": {
"title": "Request timeout (seconds)",
"minimum": 5,
"maximum": 120,
"type": "integer",
"description": "Per-request timeout in seconds.",
"default": 30
}
}
},
"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
}
}
}
}
}
}
}
}
}
}
```