# Clutch.co Agency Scraper — Leads, Phone, Website & Reviews (`scrapersdelight/clutch-scraper`) Actor Scrape B2B agency leads from Clutch.co directories — name, website, phone, star rating, review count, location, hourly rate, min project size, and service mix. Filter by category and minimum rating. No login. - **URL**: https://apify.com/scrapersdelight/clutch-scraper.md - **Developed by:** [Scrapers Delight](https://apify.com/scrapersdelight) (community) - **Categories:** Lead generation, Automation, Agents - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing from $3.00 / 1,000 per agency scrapeds 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/docs.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python/docs.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/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 Scraper — Leads, Phone, Website & Reviews Turn any **Clutch.co** directory into a **B2B agency lead list.** For every agency you get the company name, **website, phone, socials, location**, plus star rating, review count, min project size, hourly rate, employee range and founded year — a complete, sales-ready record. Pipe the website into an email finder and you've got a full outbound list. Built for anyone selling **to agencies** — SaaS/tools, white-label services, recruiters, lead-gen, and partnerships — or doing competitive/market research on the agency landscape. --- ### What you get (one row per agency) - **Company** — name, Clutch profile URL - **Contact** — `website`, `phone`, `socials { linkedin, facebook, twitter_x, instagram, youtube… }` - **Location** — city, state, country - **Qualifiers** — star `rating`, `review_count`, `min_budget`, `hourly_rate`, `employees`, `founded` ### How it works 1. **Directory sweep** — walks the Clutch category/directory pages you pass (e.g. `web-developers`, `digital-marketing-agencies`, `seo-firms`, or a full `clutch.co/...` URL incl. location filters). 2. **Profile enrichment** *(on by default)* — opens each agency's Clutch profile to pull the website, phone, full location and social profiles. You only pay `profile-enriched` when a contact is found. 3. **Chain to email** — feed the `website` column into **[Local Business Contact Enricher](https://apify.com/scrapersdelight/local-business-enricher)** to append a real email. Now you have agency → website → **email**. ### Pricing (pay per event) | Event | Price | When | |---|---|---| | `provider-scraped` | **$0.003** | per agency lead returned | | `profile-enriched` | **$0.007** | per agency **only when a website / phone / social is found** — misses free | **Example** — 1,000 agencies with enrichment, ~900 with a contact: `1,000 × $0.003` + `900 × $0.007` ≈ **$9.30**. ### Example input ```json { "directories": ["web-developers", "digital-marketing-agencies"], "maxItems": 200, "enrichProfiles": true } ```` ### FAQ **Is this only public data?** Yes — public Clutch.co directory and profile pages. No login, no review prose, factual lead fields only. You are responsible for compliant outreach (CAN-SPAM / GDPR / CCPA). **Do I need proxies?** Residential is the default and required — Clutch is Cloudflare-fronted and blocks a share of shared IPs. The actor auto-rotates fresh residential IPs and caches good ones, so it works out-of-the-box; plug in your own premium residential for maximum reliability. **Which directories can I scrape?** Any Clutch category or filtered listing — pass the slug (`seo-firms`) or a full URL (`https://clutch.co/agencies/california`). Location and service filters in the URL are honored. *** *Public directory data. Not affiliated with Clutch.co.* # Actor input Schema ## `directories` (type: `array`): Clutch directory slugs or full URLs to scrape. Slugs: 'web-developers', 'digital-marketing-agencies', 'seo-firms', 'app-development', 'ui-ux-design', 'agencies/california' … or paste a full clutch.co/... URL (incl. location/filter variants). ## `maxItems` (type: `integer`): Cap on agency leads per run. Set 0 for the whole directory (respect maxPagesPerDirectory). ## `maxPagesPerDirectory` (type: `integer`): How many listing pages (~40-70 agencies each) to walk per directory. ## `enrichProfiles` (type: `boolean`): Fetch each agency's Clutch profile to pull their website, phone, full location and social profiles (the lead data). Costs nothing until a contact is found. Turn OFF for a fast listing-only pull. ## `concurrency` (type: `integer`): How many profiles to enrich in parallel — each on its own proxy session. ## `enrichTries` (type: `integer`): Max fresh-IP attempts per page. Clutch Cloudflare-blocks a share of shared residential IPs, so the actor rotates IPs until one gets through (good IPs are cached). Premium residential needs far fewer. ## `proxyConfiguration` (type: `object`): Residential is required — Clutch is Cloudflare-fronted. The actor auto-rotates fresh residential IPs and caches good ones; plug in your own premium residential for max reliability. ## `diagnose` (type: `boolean`): Dev only. Logs per-page fetch status + retries. ## Actor input object example ```json { "directories": [ "web-developers" ], "maxItems": 10, "maxPagesPerDirectory": 5, "enrichProfiles": true, "concurrency": 4, "enrichTries": 10, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ] }, "diagnose": false } ``` # Actor output Schema ## `records` (type: `string`): The dataset of Clutch.co agencies (one item per agency, with contact, rating and service mix). # 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 = { "directories": [ "web-developers" ], "maxItems": 10, "enrichProfiles": false }; // Run the Actor and wait for it to finish const run = await client.actor("scrapersdelight/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 = { "directories": ["web-developers"], "maxItems": 10, "enrichProfiles": False, } # Run the Actor and wait for it to finish run = client.actor("scrapersdelight/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 '{ "directories": [ "web-developers" ], "maxItems": 10, "enrichProfiles": false }' | apify call scrapersdelight/clutch-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=scrapersdelight/clutch-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Clutch.co Agency Scraper — Leads, Phone, Website & Reviews", "description": "Scrape B2B agency leads from Clutch.co directories — name, website, phone, star rating, review count, location, hourly rate, min project size, and service mix. Filter by category and minimum rating. No login.", "version": "0.1", "x-build-id": "y9K8pst5eaHa3JTRX" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/scrapersdelight~clutch-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-scrapersdelight-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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/scrapersdelight~clutch-scraper/runs": { "post": { "operationId": "runs-sync-scrapersdelight-clutch-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/scrapersdelight~clutch-scraper/run-sync": { "post": { "operationId": "run-sync-scrapersdelight-clutch-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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", "properties": { "directories": { "title": "Directories", "type": "array", "description": "Clutch directory slugs or full URLs to scrape. Slugs: 'web-developers', 'digital-marketing-agencies', 'seo-firms', 'app-development', 'ui-ux-design', 'agencies/california' … or paste a full clutch.co/... URL (incl. location/filter variants).", "default": [ "web-developers" ], "items": { "type": "string" } }, "maxItems": { "title": "Max agencies", "minimum": 0, "type": "integer", "description": "Cap on agency leads per run. Set 0 for the whole directory (respect maxPagesPerDirectory).", "default": 100 }, "maxPagesPerDirectory": { "title": "Max pages per directory", "minimum": 1, "type": "integer", "description": "How many listing pages (~40-70 agencies each) to walk per directory.", "default": 5 }, "enrichProfiles": { "title": "Enrich profiles (website + phone + socials)", "type": "boolean", "description": "Fetch each agency's Clutch profile to pull their website, phone, full location and social profiles (the lead data). Costs nothing until a contact is found. Turn OFF for a fast listing-only pull.", "default": true }, "concurrency": { "title": "Concurrency", "minimum": 1, "maximum": 12, "type": "integer", "description": "How many profiles to enrich in parallel — each on its own proxy session.", "default": 4 }, "enrichTries": { "title": "Fetch retries", "minimum": 1, "maximum": 20, "type": "integer", "description": "Max fresh-IP attempts per page. Clutch Cloudflare-blocks a share of shared residential IPs, so the actor rotates IPs until one gets through (good IPs are cached). Premium residential needs far fewer.", "default": 10 }, "proxyConfiguration": { "title": "Proxy", "type": "object", "description": "Residential is required — Clutch is Cloudflare-fronted. The actor auto-rotates fresh residential IPs and caches good ones; plug in your own premium residential for max reliability.", "default": { "useApifyProxy": true, "apifyProxyGroups": [ "RESIDENTIAL" ] } }, "diagnose": { "title": "Diagnostic mode (dev)", "type": "boolean", "description": "Dev only. Logs per-page fetch status + retries.", "default": false } } }, "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 } } } } } } } } } } ```