Clutch Agency Leads & Review Intelligence

Find public agency prospects on Clutch and turn their profiles into structured lead and review-intelligence records. The Actor accepts Clutch directory pages such as https://clutch.co/agencies/digital and direct profile URLs such as https://clutch.co/profile/example-agency.

What it returns

Each dataset item is one public agency profile with:

• agency name, profile URL, website, logo, location, founding year, team size, hourly rate, and minimum project size;
• Clutch rating and review count;
• service categories, industries, and specialization labels detected on the profile;
• public review metadata and text when includeReviews is enabled;
• source URL, collection timestamp, and non-fatal warnings.

The output is designed for lead scoring, agency shortlists, competitor research, vendor comparison, and downstream CRM enrichment. It does not infer private contact details or bypass login, CAPTCHA, or Cloudflare access controls.

Input

startUrls is required. Use one or more Clutch directory/search URLs for discovery, or direct /profile/ URLs for exact profiles.

maxResults defaults to 10 and is capped at 100. maxPages defaults to 2 and is capped at 10. includeReviews defaults to true. Review extraction adds a profile-page request and may increase runtime and proxy usage.

If the target responds with a managed challenge, the Actor reports BLOCKED in OUTPUT, writes zero fabricated records, and charges no result events for blocked pages. Retry later or provide an authorized Apify proxy configuration.

Pricing

The primary PPE event is one normalized agency profile written to the default dataset. The configured source price is $0.08 per delivered profile, plus a $0.01 run-start event where enabled by live Apify monetization. A blocked, empty, or rejected run has no result charges.

Example

{
  "startUrls": [{ "url": "https://clutch.co/agencies/digital" }],
  "maxResults": 25,
  "maxPages": 3,
  "includeReviews": true
}

Compliance and limitations

Use only public pages and data you are authorized to process. Respect Clutch terms, robots guidance, applicable privacy law, and downstream outreach rules. Clutch may change markup or apply anti-bot challenges; the Actor surfaces those conditions in run status and OUTPUT rather than guessing missing values.

Use cases

• Build public prospect lists and qualify organizations or professionals before responsible outreach.
• Run a one-off research job and export the structured result as JSON, CSV, Excel, XML, or RSS from Apify.
• Schedule the same input to monitor changes over time and send completed datasets to a webhook or integration.
• Feed schema-shaped records into a database, spreadsheet, BI tool, or AI workflow with the source URL retained for verification.

Output example

{
  "profileUrl": "Example profileUrl",
  "name": "Example name",
  "description": "Example description",
  "website": "Example website",
  "logoUrl": "Example logoUrl",
  "location": "Example location",
  "foundedYear": 1,
  "companySize": "Example companySize",
  "hourlyRate": "Example hourlyRate",
  "minimumProjectSize": "Example minimumProjectSize",
  "rating": 1,
  "reviewCount": 1
}

The exact fields depend on the selected input and what the public source exposes. Use the dataset schema as the machine-readable contract and retain source URLs for verification.

Run Clutch Agency Leads & Review Intelligence with the Apify API

import { ApifyClient } from 'apify-client';

const client = new ApifyClient({ token: process.env.APIFY_TOKEN });
const run = await client.actor('muhammadafzal/clutch-agency-leads-intelligence').call({
  "startUrls": [
    {
      "url": "https://clutch.co/agencies/digital"
    }
  ],
  "maxResults": 10,
  "maxPages": 2,
  "includeReviews": true,
  "proxyConfiguration": {}
});
const { items } = await client.dataset(run.defaultDatasetId).listItems();
console.log(items);

You can also run the Actor from Apify Console, schedules, webhooks, the REST API, Make, Zapier, n8n, or the hosted Apify MCP server.

Support

When reporting a problem, include the Actor run ID, a redacted input, the expected result, and a small public example URL when applicable. Do not post API tokens, cookies, credentials, or personal data in an issue.

Frequently asked questions

Can I schedule Clutch Agency Leads & Review Intelligence?

Yes. Use an Apify schedule to run the same saved input at a chosen interval, then connect a webhook or integration to process the dataset when the run finishes.

How should I test a new input?

Begin with the prefilled example or a small limit. Confirm that the output fields, source coverage, runtime, and live charges match your workflow before increasing the scope.

How do I export the results?

Open the run's default dataset in Apify Console and export JSON, CSV, Excel, XML, or RSS. Applications can retrieve the same records through the Apify API client or REST dataset endpoint.

Can an AI agent call this Actor?

Yes. Add muhammadafzal/clutch-agency-leads-intelligence through the hosted Apify MCP server or call it through the API. The Actor's input and dataset schemas help agents construct valid requests and interpret returned records.