# Clutch.co Agency Directory Scraper (`psymall/clutch-scraper`) Actor Turn Clutch.co into a clean B2B lead list. Search any category or location and get agency name, rating, reviews, min project size, hourly rate, team size, location and website — structured and ready to use. Beats Cloudflare and paginates automatically. - **URL**: https://apify.com/psymall/clutch-scraper.md - **Developed by:** [Moty Gotgilf](https://apify.com/psymall) (community) - **Categories:** Lead generation, Business, Marketing - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing from $3.00 / 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 ## Clutch.co Agency Directory Scraper Extract clean, structured company data from any [Clutch.co](https://clutch.co) directory listing — B2B agencies, development shops, marketing firms and more. Built for **reliability**: it renders the real page, handles Clutch's bot protection, and never charges you for empty runs. ### What you get For every company on a listing, this Actor returns: | Field | Example | |---|---| | `name` | Ignite Visibility | | `rating` | 4.8 | | `reviewsCount` | 173 | | `minProjectSize` | $10,000+ | | `hourlyRate` | $100 - $149 / hr | | `employees` | 250 - 999 | | `location` | San Diego, CA | | `website` | https://ignitevisibility.com/ | | `profileUrl` | https://clutch.co/profile/ignite-visibility | | `tagline` | Short profile summary | | `providerId` | 25800 (stable Clutch ID) | The **`website`** field gives you each agency's real homepage — ready for lead-gen, outreach or enrichment. ### Why this scraper - **Works on any Clutch listing** — digital marketing, web developers, app developers, any category or filtered/location URL. Just paste the URL. - **Reliable extraction** — parses the fully rendered page, so you get complete records, not half-empty rows. - **No silent empty runs** — if the site ever blocks or changes, the run fails loudly instead of quietly charging you for zero data. - **Automatic de-duplication** — companies are de-duped by their stable Clutch ID across pages. - **Respects your limits** — `maxItems` is honoured exactly, so you never over-collect. ### Input ```json { "startUrls": [ { "url": "https://clutch.co/agencies/digital-marketing" } ], "maxItems": 100, "maxPagesPerList": 5 } ```` | Option | Description | Default | |---|---|---| | `startUrls` | One or more Clutch.co listing URLs | required | | `maxItems` | Stop after this many companies (0 = no limit) | 100 | | `maxPagesPerList` | Max result pages per URL (~80 companies each). Stops early when a page returns no new companies. | 5 | ### Output Each company is one dataset record. Export to JSON, CSV, Excel or Google Sheets, or pull it via the Apify API. ### Common uses - **Lead generation** — build targeted lists of agencies with their websites and size. - **Market & competitor research** — compare ratings, pricing tiers and locations across a category. - **Data enrichment** — feed the website field into your own contact/email enrichment. ### Notes This Actor collects only publicly visible listing data. It does not log in, and does not collect private or personal data. Please use the data responsibly and in line with applicable terms and laws. # Actor input Schema ## `startUrls` (type: `array`): One or more Clutch.co directory/listing URLs, e.g. https://clutch.co/agencies/digital-marketing or a location/filtered listing. ## `maxItems` (type: `integer`): Stop after collecting this many companies across all start URLs. 0 = no limit. ## `maxPagesPerList` (type: `integer`): How many result pages to paginate through per start URL (each page has ~80 companies). Pagination also stops early once a page returns no new companies. ## Actor input object example ```json { "startUrls": [ { "url": "https://clutch.co/agencies/digital-marketing" } ], "maxItems": 100, "maxPagesPerList": 5 } ``` # 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": [ { "url": "https://clutch.co/agencies/digital-marketing" } ] }; // Run the Actor and wait for it to finish const run = await client.actor("psymall/clutch-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": [{ "url": "https://clutch.co/agencies/digital-marketing" }] } # Run the Actor and wait for it to finish run = client.actor("psymall/clutch-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": [ { "url": "https://clutch.co/agencies/digital-marketing" } ] }' | apify call psymall/clutch-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=psymall/clutch-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Clutch.co Agency Directory Scraper", "description": "Turn Clutch.co into a clean B2B lead list. Search any category or location and get agency name, rating, reviews, min project size, hourly rate, team size, location and website — structured and ready to use. Beats Cloudflare and paginates automatically.", "version": "0.1", "x-build-id": "B9Dn0svyoj1zXEH0H" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/psymall~clutch-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-psymall-clutch-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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/psymall~clutch-scraper/runs": { "post": { "operationId": "runs-sync-psymall-clutch-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/psymall~clutch-scraper/run-sync": { "post": { "operationId": "run-sync-psymall-clutch-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": "Clutch listing URLs", "type": "array", "description": "One or more Clutch.co directory/listing URLs, e.g. https://clutch.co/agencies/digital-marketing or a location/filtered listing.", "items": { "type": "object", "required": [ "url" ], "properties": { "url": { "type": "string", "title": "URL of a web page", "format": "uri" } } } }, "maxItems": { "title": "Max companies", "minimum": 0, "type": "integer", "description": "Stop after collecting this many companies across all start URLs. 0 = no limit.", "default": 100 }, "maxPagesPerList": { "title": "Max pages per listing", "minimum": 1, "maximum": 100, "type": "integer", "description": "How many result pages to paginate through per start URL (each page has ~80 companies). Pagination also stops early once a page returns no new companies.", "default": 5 } } }, "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 } } } } } } } } } } ```