# Clutch.co Scraper - B2B Agency Leads & Data (`logiover/clutch-co-scraper`) Actor
Scrape Clutch.co agencies without login: name, website, rating, pricing & services. Export Clutch agency data to CSV/JSON - an unofficial Clutch API for B2B leads.
- **URL**: https://apify.com/logiover/clutch-co-scraper.md
- **Developed by:** [Logiover](https://apify.com/logiover) (community)
- **Categories:** Lead generation, Business, Marketing
- **Stats:** 17 total users, 2 monthly users, 100.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet
## Pricing
$1.99 / 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.
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
## π Clutch.co Scraper β B2B Agencies & Leads
#### Scrape agencies & service providers from Clutch.co β name, website, rating, reviews, project size, hourly rate, team size, location & services. High-value B2B lead generation.
**Point it at any Clutch.co directory β `web-developers`, `digital-marketing`, `it-services` β and pull a clean, structured list of agencies with their websites, ratings, pricing and services.**
The fast way to build targeted B2B agency lead lists at scale.
---
### π Overview
The **Clutch.co Scraper** turns Clutch's massive B2B directory into an
analysis-ready dataset. Give it one or more **category / location directory
URLs** (or build them from a category + location) and it returns one structured
record per agency: **name, website, rating, review count, minimum project size,
hourly rate, team size, location and the services they focus on**. Turn on
**profile enrichment** to follow each listing to its profile page and add
**website, full address, founded year and social links**.
Clutch sits behind **Cloudflare's managed challenge** β this actor clears it
with a real Chrome browser over **country-matched residential proxies**, so you
get the **server-rendered listing data** without any account, login or API key.
> β
Paste several directory URLs and raise `maxResults` to assemble a large,
> targeted **B2B lead list** in a single run.
---
### β¨ Features
| | Feature | Description |
|---|---|---|
| π― | **B2B lead data** | Agency name, website, location, pricing & services β ready for outreach. |
| π‘οΈ | **Cloudflare-ready** | Real-browser engine + residential proxies clear the managed challenge. |
| π¦ | **Hundreds at scale** | Auto-paginates each directory until your result cap is hit. |
| π | **Ratings & reviews** | Star rating and review count for every provider. |
| π΅ | **Pricing signals** | Minimum project size, hourly rate band and team size. |
| π | **Profile enrichment** | Optional deep mode adds website, full address, founded year & socials. |
| π§ | **URL or builder** | Paste Clutch URLs directly, or build them from category + location. |
| π€ | **Any format** | Export to JSON, CSV, Excel, HTML or pull via API & webhooks. |
---
### π― Who it's for
- **Agencies & freelancers** β find partners, white-label vendors or competitors in your niche.
- **B2B sales & lead-gen** β build targeted lists of agencies by service and city for outreach.
- **Recruiters** β map service providers and their team sizes across markets.
- **Market researchers** β benchmark pricing, ratings and service mix across a category.
- **Investors & analysts** β survey the competitive landscape of a vertical or region.
---
### π§Ύ Input
| Field | Type | Description |
|-------|------|-------------|
| `directoryUrls` | array | Clutch category/location URLs, e.g. `https://clutch.co/web-developers`. |
| `category` | string | Optional builder β a service category like `digital-marketing` (used if URLs are empty). |
| `location` | string | Optional builder β a city/country to combine with `category`, e.g. `london`. |
| `scrapeProfiles` | boolean | Follow each listing to its profile for website, address, founded year & socials. Default `false`. |
| `maxResults` | integer | Max agencies to save (auto-paginates to reach it). `0` = unlimited. Default `200`. |
| `proxyConfiguration` | object | Residential proxy (required). Pre-configured to Apify Proxy Β· RESIDENTIAL Β· US. |
#### Example input
```json
{
"directoryUrls": ["https://clutch.co/web-developers"],
"scrapeProfiles": false,
"maxResults": 200,
"proxyConfiguration": {
"useApifyProxy": true,
"apifyProxyGroups": ["RESIDENTIAL"],
"apifyProxyCountry": "US"
}
}
````
***
### π¦ Output
Each agency is saved as one structured record:
```json
{
"name": "Lounge Lizard",
"profileUrl": "https://clutch.co/profile/lounge-lizard",
"websiteUrl": "https://www.loungelizard.com/",
"rating": 4.8,
"reviewCount": 43,
"minProjectSize": "$25,000+",
"hourlyRate": "$100 - $149 / hr",
"teamSize": "50 - 249",
"foundedYear": 1998,
"location": "New York, NY",
"address": "275 Madison Ave, New York, NY 10016, US",
"serviceFocus": ["45% Web Development", "45% Web Design", "10% Branding"],
"tagline": "Lounge Lizard is a versatile web development company...",
"socialLinks": ["https://www.linkedin.com/company/lounge-lizard"],
"sourceUrl": "https://clutch.co/web-developers",
"scrapedAt": "2026-06-04T12:00:00.000Z"
}
```
#### π Output field reference
| Field | Description |
|-------|-------------|
| `name` | Agency / service-provider name |
| `websiteUrl` | The agency's own website (un-wrapped from Clutch's redirect) |
| `rating` / `reviewCount` | Clutch star rating and number of reviews |
| `minProjectSize` | Minimum project budget the agency takes |
| `hourlyRate` | Hourly rate band (e.g. `$100 - $149 / hr`) |
| `teamSize` | Employee range (e.g. `50 - 249`) |
| `foundedYear` | Year founded *(profile mode)* |
| `location` / `address` | City/region; full address in profile mode |
| `serviceFocus` | Service breakdown the agency lists |
| `tagline` | Short company description |
| `socialLinks` | LinkedIn / X / Facebook / Instagram *(profile mode)* |
| `profileUrl` | The agency's Clutch profile URL |
***
### βοΈ How it works
1. You provide Clutch **directory URLs** (or a category + location).
2. The actor opens each page in a **real Chrome browser** through residential proxies and clears the Cloudflare challenge.
3. It parses the **server-rendered listing** into clean agency records and **auto-paginates** to your cap.
4. With `scrapeProfiles` on, it visits each profile to enrich website, address, founded year and social links.
5. Results stream straight to your dataset.
No login, no cookies, no API key β only publicly listed agency data.
***
### β FAQ
Where do I get the directory URLs?
Browse Clutch.co to any category or city listing (e.g. clutch.co/web-developers or clutch.co/agencies/digital-marketing/london) and paste the URL β or use the Category + Location builder fields.
Does it get past Cloudflare?
Yes β it uses a real Chrome browser with country-matched residential proxies to clear Clutch's managed Cloudflare challenge. Residential proxies are required.
How many agencies can I collect?
Hundreds per run β the actor paginates each directory automatically until maxResults is reached. Add more directory URLs for broader coverage.
What does profile mode add?
Turning on scrapeProfiles follows each listing to its profile page to add website, full address, founded year and social links β ideal for outreach-ready leads.
Do I need a Clutch account or API key?
No β the actor reads only public directory and profile data; no account, login or API key is used.
#### Is this a Clutch.co API alternative?
Yes β Clutch.co has no public API, so this scraper works as an unofficial Clutch API: point it at directory URLs and get structured agency records (name, website, rating, pricing, services) back, no API key required.
#### How do I export Clutch.co data to CSV or JSON?
Every run writes one record per agency to a dataset you can export to JSON, CSV, Excel or HTML, or pull via API and webhooks β ideal for building a Clutch agency dataset for outreach.
#### Can I scrape Clutch.co without login?
Yes β the actor clears Clutch's Cloudflare challenge with a real browser over residential proxies and reads only public listing and profile data, so no account or login is needed.
***
### π Works great with
- π **Website Contact Scraper** β turn each agency website into emails & phone numbers.
- π§ **Bulk Email Verifier** β validate the contact emails before outreach.
- π’ **LinkedIn Company Scraper** β enrich agencies with company-page details.
***
**Clutch.co Scraper Β· Clutch Agency Scraper Β· B2B Lead Generation Β· Agency Directory Scraper Β· Service Provider Leads Β· Marketing Agency Data Β· Clutch Unofficial API Β· Clutch Data Export Β· Export Clutch Agencies to CSV Β· Clutch Agency Dataset JSON**
βοΈ Collects publicly available business directory data only. You are responsible for compliance with Clutch.co's Terms and applicable laws.
### π Changelog
#### 2026-06-07
- Docs: added coverage for using the scraper as a Clutch.co unofficial API, exporting Clutch agency data to CSV/JSON, and scraping Clutch.co without login.
#### 2026-06-05
- π‘οΈ Reliability fix: results are no longer dropped by strict output validation β runs now complete cleanly even at high volume (thousands of results).
- β‘ Stability & performance hardening; fresh rebuild.
#### 2026-06-04
- Verified live & refreshed build β reliability/maintenance pass.
# Actor input Schema
## `directoryUrls` (type: `array`):
Clutch.co category / location directory pages to scrape. Paste the URL of any Clutch listing, e.g. 'https://clutch.co/web-developers' or 'https://clutch.co/agencies/digital-marketing/london'.
## `category` (type: `string`):
Optional. Build a directory URL from a service category instead of pasting one β e.g. 'digital-marketing', 'web-developers', 'it-services'. Used only if you leave Directory URLs empty (or to add more).
## `location` (type: `string`):
Optional. A city or country to combine with Category, e.g. 'london', 'new-york', 'united-states'.
## `scrapeProfiles` (type: `boolean`):
Follow each listing to its /profile/ page to enrich with website, full address, founded year and social links. Slower but richer β best for lead generation. Leave off for fast bulk listing data.
## `maxResults` (type: `integer`):
Maximum number of agencies to save across all directory URLs. The scraper paginates automatically until this cap is reached. 0 = unlimited.
## `proxyConfiguration` (type: `object`):
Clutch.co is protected by Cloudflare β country-matched RESIDENTIAL proxies are required. Keep the default (Apify Proxy Β· RESIDENTIAL Β· US).
## Actor input object example
```json
{
"directoryUrls": [
"https://clutch.co/web-developers",
"https://clutch.co/it-services"
],
"category": "digital-marketing",
"location": "london",
"scrapeProfiles": false,
"maxResults": 20,
"proxyConfiguration": {
"useApifyProxy": true,
"apifyProxyGroups": [
"RESIDENTIAL"
],
"apifyProxyCountry": "US"
}
}
```
# Actor output Schema
## `name` (type: `string`):
Agency name
## `websiteUrl` (type: `string`):
Agency website
## `rating` (type: `string`):
Clutch rating
## `reviewCount` (type: `string`):
Review count
## `minProjectSize` (type: `string`):
Min project size
## `hourlyRate` (type: `string`):
Hourly rate band
## `teamSize` (type: `string`):
Team size
## `location` (type: `string`):
Location
## `profileUrl` (type: `string`):
Clutch profile URL
# 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 = {
"directoryUrls": [
"https://clutch.co/web-developers"
],
"maxResults": 20,
"proxyConfiguration": {
"useApifyProxy": true,
"apifyProxyGroups": [
"RESIDENTIAL"
],
"apifyProxyCountry": "US"
}
};
// Run the Actor and wait for it to finish
const run = await client.actor("logiover/clutch-co-scraper").call(input);
// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`πΎ 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);
});
// π Want to learn more π? Go to β 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 = {
"directoryUrls": ["https://clutch.co/web-developers"],
"maxResults": 20,
"proxyConfiguration": {
"useApifyProxy": True,
"apifyProxyGroups": ["RESIDENTIAL"],
"apifyProxyCountry": "US",
},
}
# Run the Actor and wait for it to finish
run = client.actor("logiover/clutch-co-scraper").call(run_input=run_input)
# Fetch and print Actor results from the run's dataset (if there are any)
print("πΎ Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
print(item)
# π Want to learn more π? Go to β https://docs.apify.com/api/client/python/docs/quick-start
```
## CLI example
```bash
echo '{
"directoryUrls": [
"https://clutch.co/web-developers"
],
"maxResults": 20,
"proxyConfiguration": {
"useApifyProxy": true,
"apifyProxyGroups": [
"RESIDENTIAL"
],
"apifyProxyCountry": "US"
}
}' |
apify call logiover/clutch-co-scraper --silent --output-dataset
```
## MCP server setup
```json
{
"mcpServers": {
"apify": {
"command": "npx",
"args": [
"mcp-remote",
"https://mcp.apify.com/?tools=logiover/clutch-co-scraper",
"--header",
"Authorization: Bearer "
]
}
}
}
```
## OpenAPI specification
```json
{
"openapi": "3.0.1",
"info": {
"title": "Clutch.co Scraper - B2B Agency Leads & Data",
"description": "Scrape Clutch.co agencies without login: name, website, rating, pricing & services. Export Clutch agency data to CSV/JSON - an unofficial Clutch API for B2B leads.",
"version": "1.0",
"x-build-id": "qSwhyYW2HHgrdSMtC"
},
"servers": [
{
"url": "https://api.apify.com/v2"
}
],
"paths": {
"/acts/logiover~clutch-co-scraper/run-sync-get-dataset-items": {
"post": {
"operationId": "run-sync-get-dataset-items-logiover-clutch-co-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": {
"$ref": "#/components/schemas/inputSchema"
}
}
}
},
"parameters": [
{
"name": "token",
"in": "query",
"required": true,
"schema": {
"type": "string"
},
"description": "Enter your Apify token here"
}
],
"responses": {
"200": {
"description": "OK"
}
}
}
},
"/acts/logiover~clutch-co-scraper/runs": {
"post": {
"operationId": "runs-sync-logiover-clutch-co-scraper",
"x-openai-isConsequential": false,
"summary": "Executes an Actor and returns information about the initiated run in response.",
"tags": [
"Run Actor"
],
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$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": {
"$ref": "#/components/schemas/runsResponseSchema"
}
}
}
}
}
}
},
"/acts/logiover~clutch-co-scraper/run-sync": {
"post": {
"operationId": "run-sync-logiover-clutch-co-scraper",
"x-openai-isConsequential": false,
"summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
"tags": [
"Run Actor"
],
"requestBody": {
"required": true,
"content": {
"application/json": {
"schema": {
"$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",
"properties": {
"directoryUrls": {
"title": "Clutch directory URLs",
"type": "array",
"description": "Clutch.co category / location directory pages to scrape. Paste the URL of any Clutch listing, e.g. 'https://clutch.co/web-developers' or 'https://clutch.co/agencies/digital-marketing/london'.",
"items": {
"type": "string"
}
},
"category": {
"title": "Category (builder)",
"type": "string",
"description": "Optional. Build a directory URL from a service category instead of pasting one β e.g. 'digital-marketing', 'web-developers', 'it-services'. Used only if you leave Directory URLs empty (or to add more)."
},
"location": {
"title": "Location (builder)",
"type": "string",
"description": "Optional. A city or country to combine with Category, e.g. 'london', 'new-york', 'united-states'."
},
"scrapeProfiles": {
"title": "Visit each agency profile (full details)",
"type": "boolean",
"description": "Follow each listing to its /profile/ page to enrich with website, full address, founded year and social links. Slower but richer β best for lead generation. Leave off for fast bulk listing data.",
"default": false
},
"maxResults": {
"title": "Max results",
"minimum": 0,
"type": "integer",
"description": "Maximum number of agencies to save across all directory URLs. The scraper paginates automatically until this cap is reached. 0 = unlimited.",
"default": 200
},
"proxyConfiguration": {
"title": "Proxy",
"type": "object",
"description": "Clutch.co is protected by Cloudflare β country-matched RESIDENTIAL proxies are required. Keep the default (Apify Proxy Β· RESIDENTIAL Β· US).",
"default": {
"useApifyProxy": true,
"apifyProxyGroups": [
"RESIDENTIAL"
],
"apifyProxyCountry": "US"
}
}
}
},
"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
}
}
}
}
}
}
}
}
}
}
```