Clutch.co Listings Scraper

🚀 Clutch Scraper: Lists of Web Design Agencies and App Development Companies

Turn any Clutch.co directory page into a clean list of agencies, ready for JSON, CSV or Excel. The Clutch.co Listings Scraper exports every company on a Clutch category or location page, such as web design agencies, app development companies or marketing agencies, with rating, review count, hourly rate, minimum project size, team size, location and services. Use it to build agency leads, research a market or get Clutch data without a Clutch API.

🎯 Use Cases: Agency Leads and Market Research

• Lists of web design agencies and app development companies: export every company Clutch shows for a service and city, such as app developers in Los Angeles or web developers in the UK.
• Marketing agency leads: build a list of marketing agencies with their size, hourly rate and minimum project size, then qualify them before outreach.
• List of software development companies for vendor selection: compare top app developers by rating, review count, price band and service mix before you send an RFP.
• Competitor and market research: see how agencies in your niche price their work, how big they are and which services they focus on.
• Agency directory or database: keep your own agency database up to date by re-running the same Clutch directories every week.

✨ Features

• Rich Clutch data per company: name, Clutch profile link, logo, verified badge, rating, review count, projects on the profile, minimum project size, hourly rate, employee band, location, service mix, highlights and Clutch's summary of the company.
• Any Clutch directory URL: category pages, category + location pages and pages with filters you set on Clutch. Add as many URLs as you need in one run.
• Lead filters: keep only companies with a minimum rating or review count, only verified companies, or skip paid Sponsor placements. Companies that don't match are skipped and not charged.
• Full pagination: the Actor follows Clutch's Next links page by page, including directories that redirect to a new canonical path, and keeps your filters on every page.
• No duplicates: companies are deduplicated by their Clutch profile URL across the whole run, so an agency found under two directories is saved once. Result limits count unique companies only.
• Safe stopping: if a page repeats without adding new companies, the Actor stops that directory with a warning instead of returning duplicate rows.
• Fair billing: the run stops as soon as your maximum cost per run is reached, so you never pay for rows you did not ask for.

🛠️ How It Works

1. Open Clutch.co, go to the directory you want (for example app developers in Los Angeles), set any filters, and copy the URL from your browser.
2. Paste one or more URLs into Search URLs and set Max items per URL (default 100).
3. Run the scraper and download the agency list as JSON, CSV or Excel, or pull it through the Apify API.

⚙️ Input

Field	What it does
Search URLs	Clutch.co directory pages, such as https://clutch.co/app-developers/los-angeles.
Max items per URL	Maximum number of companies to save from each URL. Default 100.
Minimum rating	Optional. Only save companies rated at least this high (0–5). Unrated companies are skipped.
Minimum review count	Optional. Only save companies with at least this many Clutch reviews.
Verified companies only	Only save companies with the Clutch verified badge. Off by default.
Exclude sponsored listings	Skip the paid Sponsor placements at the top of directory pages. Off by default.

Directory pages with filters work too, for example https://clutch.co/app-developers/los-angeles?min_project_size=25000. Single company profile pages (https://clutch.co/profile/...) are not directory pages and return no results here.

{
    "searchUrls": [
        "https://clutch.co/app-developers/los-angeles",
        "https://clutch.co/uk/web-developers"
    ],
    "maxItemsPerUrl": 200,
    "minimumRating": 4.8,
    "minimumReviewCount": 10,
    "excludeSponsored": true
}

Filters are checked on each page, and only matching companies are saved and charged. Clutch shows verified badges mostly on the first page of a directory, so Verified companies only usually returns the first-page companies. A URL stops after 10 pages in a row without a match.

💰 Pricing

Pay only for the companies you get. No monthly rental.

Event	Price	What you get
Actor start	$0.00005 per run	Charged once when the run starts
Result	$0.003 per company ($3.00 per 1,000)	One Clutch listing with all fields below

Examples: 100 companies = $0.30005 · 1,000 companies = $3.00005 · 5,000 companies = $15.00005.

📊 Sample Output Data

{
    "title": "Wve Labs",
    "isVerified": true,
    "isSponsored": false,
    "profileLink": "https://clutch.co/profile/wve-labs",
    "logo": "https://img.shgstatic.com/clutch-static-prod/image/scale/50x50/s3fs-public/logos/ea3dc39ca0b2f6b5f17abddec1f0e9a4_180938520668f0083c64cc8.png",
    "rating": 5,
    "reviewCount": 35,
    "minProjectSize": "$25,000+",
    "hourlyRate": "$50 - $99 / hr",
    "employeesCount": "50 - 249",
    "location": "Beverly Hills, CA",
    "services": [
        "50% Mobile App Development",
        "20% AI Development",
        "20% Web Development +1 service",
        "10% UX/UI Design"
    ],
    "description": "Wve Labs is a comprehensive mobile app development company renowned for iOS and Android development, with expertise in integrating advanced features like AI and AR. Their reviews highlight exceptional project management, rigorous engineering practices, and a strong alignment with client goals. With approximately 90% positive feedback, clients consistently praise their ability to deliver smooth, high-quality apps on schedule and their impressive attention to design detail and user experience.",
    "numberOfProjects": 35,
    "tags": [
        "3 fixed price Mobile App Development packages",
        "21% of employees work in Beverly Hills office",
        "17 Reviews mention Mobile App Development in Los Angeles",
        "20 reviews from clients near Los Angeles"
    ],
    "websiteUrl": "https://r.clutch.co/redirect?analyticsjs=true&category=Mobile+App+Development&content_group=directory&debug_mode=false&event_category=visit_website&event_label=75392&from_page=https%3A%2F%2Fclutch.co%2Fapp-developers%2Flos-angeles&is_sponsor=false&keyword=Mobile+App+Development&location_id=26487&no_click=1&page_canonical_id=1007001000000&page_location=https%3A%2F%2Fclutch.co%2Fapp-developers%2Flos-angeles&page_number=0&page_type=directory&pid=75392&position=8&source=directory&trace_id=a4c55a283b99de6d&transport_url=https%3A%2F%2Fg.clutch.co&u=https%3A%2F%2Fwvelabs.com%2Fcontactus%3Futm_source%3Dclutch.co%26utm_medium%3Dreferral%26utm_campaign%3Dapp-developers-los-angeles",
    "scrapedAt": "2026-10-18T06:05:47.443Z"
}

services is the company's service mix as Clutch shows it, with the share of work per service. tags holds the highlights Clutch prints on the card, such as review mentions or fixed-price packages. websiteUrl is the "Visit website" link from the listing; the company's own address is in its u parameter. profileLink is the normalized Clutch profile URL used for deduplication. isSponsored is true for the paid Sponsor placements Clutch shows at the top of a directory.

🔁 Schedule and Integrate

For agency leads and market research, run the same directories once a week: each run is a dated snapshot, so you can spot new agencies, rating changes and new reviews over time. Set it up in Apify Schedules. Send the results to Google Sheets, Zapier, Make, n8n or a webhook with Apify integrations, so new agencies land in your CRM or sheet automatically.

🤖 Use with AI Agents (MCP)

This Actor works as a tool in Claude, ChatGPT, Cursor and other MCP clients through the Apify MCP server (https://mcp.apify.com). An agent can call it with:

{ "searchUrls": ["https://clutch.co/app-developers/los-angeles"], "maxItemsPerUrl": 20 }

❓ FAQ: Clutch API and Data

Does Clutch have an official API? Clutch does not offer a public API for searching its directory of agencies. This Actor is the practical alternative: no API key, no approval and no account. It returns the same public data a visitor sees on a Clutch directory page, as structured rows.

How do I get a list of web design agencies or app development companies in my city? Open the matching Clutch directory (service + location), copy its URL, paste it into Search URLs and run. Every company on every page of that directory is saved, up to your Max items per URL.

Do I need a Clutch account? No. Only public directory pages are used.

Why is websiteUrl or tags empty for some companies? Clutch shows a "Visit website" link and card highlights only for some listings. When a card has none, the field is empty (in a recent 100-company run, about a third had a website link).

Can I scrape a single Clutch profile or its reviews? This Actor reads directory pages. For full company profiles and client reviews, use the Clutch Company Details Scraper with the profileLink values from this Actor.

Can I get only top-rated or verified agencies? Yes. Set Minimum rating, Minimum review count, Verified companies only or Exclude sponsored listings. Companies that don't match are skipped and you are not charged for them.

Are there limits? Max items per URL sets how many companies you get from each URL (default 100). The run also stops once your maximum cost per run is reached. Each company is saved once per run, even if it appears in several directories.

What are alternatives to Clutch for finding agencies? GoodFirms, DesignRush and Digital Agency Network list agencies too. Scraping several directories gives you a wider agency database; see the related scrapers below.

🔗 Related Scrapers

• Clutch Company Details Scraper: full Clutch profiles with phone, locations, industry focus and client reviews for the companies you find here.
• GoodFirms Scraper: agency listings and profiles from GoodFirms, to widen your list of software development companies.
• DesignRush Agency Scraper: agencies from DesignRush with ratings, rates and contact details, for more marketing agency leads.
• Digital Agency Network Scraper: agencies from Digital Agency Network with budgets, services and partnerships.
• BBB Advanced Scraper: Better Business Bureau leads with ratings and accreditation, to vet agencies before you sign.