Clutch.co Scraper - B2B Agency Leads & Data

🏆 Clutch.co Scraper — B2B Agencies, Ratings, Pricing & Leads (No API)

Scrape B2B agencies and service providers from Clutch.co, the world's leading agency directory. Point the Actor at any category / location page — web-developers, digital-marketing, it-services — and pull a clean, structured list of agencies with their name, website, star rating, review count, minimum project size, hourly rate, team size, location and service focus. Turn on profile enrichment for full address, founded year and social links. No account, no login, no API key.

🏆 Why this Clutch scraper?

Clears Cloudflare's managed challenge with a real Chrome browser over country-matched residential proxies · auto-paginates each directory to your cap · returns the server-rendered listing data as clean rows · export to JSON / CSV / Excel. The unofficial Clutch API alternative for high-value B2B agency lead generation and competitive research.

---

✨ What this Actor does / Key features

• 🎯 B2B lead data — agency name, website, location, pricing and services, ready for outreach.
• 🛡️ Cloudflare-ready — a real-browser engine plus residential proxies clear Clutch's managed challenge (residential proxies required).
• 📦 Hundreds at scale — auto-paginates each directory until your maxResults cap is hit; add more URLs for broader coverage.
• 📊 Ratings & reviews — Clutch star rating and review count for every provider.
• 💵 Pricing signals — minimum project size, hourly-rate band and team size.
• 🔎 Profile enrichment — optional scrapeProfiles follows each listing to its profile for website, full address, founded year and social links.
• 🧭 URL or builder — paste Clutch URLs directly, or build them from a category + location.
• 🔓 No account — reads only public directory and profile data; no login or API key.

🚀 Quick start (3 steps)

1. Configure — paste one or more Clutch directory URLs (e.g. https://clutch.co/web-developers), or set a category + location. Turn on scrapeProfiles for outreach-ready detail.
2. Run — click Start. The Actor clears Cloudflare, parses each listing and paginates to your cap.
3. Get your data — open the Output tab and export to JSON, CSV, Excel or HTML, or pull it via the Apify API.

📥 Input

Give the Actor at least one directory URL (or a category). Everything else is optional.

Example — web development agencies (fast listing data)

{
  "directoryUrls": ["https://clutch.co/web-developers"],
  "scrapeProfiles": false,
  "maxResults": 200,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"],
    "apifyProxyCountry": "US"
  }
}

Example — digital marketing agencies in London (outreach-ready)

{
  "directoryUrls": ["https://clutch.co/agencies/digital-marketing/london"],
  "scrapeProfiles": true,
  "maxResults": 150
}

Example — build a URL from category + location

{
  "category": "it-services",
  "location": "new-york",
  "maxResults": 300
}

Field	Type	Description
directoryUrls	array	Clutch category / location URLs, e.g. https://clutch.co/web-developers.
category	string	Optional builder — a service category like digital-marketing (used if URLs are empty).
location	string	Optional builder — 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 required. Pre-configured to Apify Proxy · RESIDENTIAL · US.

Getting directory URLs: browse Clutch to any category or city listing (e.g. clutch.co/web-developers or clutch.co/agencies/digital-marketing/london) and paste the URL — or use the Category + Location builder fields.

Additional input fields

These optional fields are also available in the input form and API:

Field	Type	Default	Description
sort	string	""	How to order the directory results. 'Recommended' uses Clutch's own default ranking.

📤 Output

Each agency is saved as one structured record. Here is a trimmed sample (profile mode adds foundedYear, address, socialLinks):

{
  "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": "2026-07-06T12:00:00.000Z"
}

💡 Use cases

• B2B sales & lead-gen — build targeted lists of agencies by service and city for outreach.
• Agencies & freelancers — find partners, white-label vendors or competitors in your niche.
• Recruiters — map service providers and their team sizes across markets.
• Market research — benchmark pricing, ratings and service mix across a category.
• Investors & analysts — survey the competitive landscape of a vertical or region.

👥 Who uses it

B2B sales & lead-gen teams · agencies scouting partners and competitors · recruiters mapping service providers · market researchers benchmarking pricing · investors surveying an agency vertical.

💰 Pricing

This Actor runs on a simple pay-per-result model — you pay for the agencies you extract, with no separate Apify platform fees to calculate. Try it on the free tier first, then scale up. See the Pricing tab on this page for the current rate.

❓ Frequently Asked Questions

Is this a Clutch.co API alternative? Yes. Clutch.co has no public data API, so this Actor works as an unofficial Clutch API alternative: point it at directory URLs and get structured agency records (name, website, rating, pricing, services) back, no API key required.

Can I scrape Clutch.co without login? Yes. 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.

Does it get past Cloudflare? Yes — it uses a real Chrome browser with country-matched residential proxies to clear Clutch's managed Cloudflare challenge. Residential proxies are required (the default proxy config is set for you).

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 — ideal for building a Clutch agency dataset for outreach.

How many agencies can I collect? Hundreds per run — 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 — ideal for outreach-ready leads (slower but richer).

Do I need a Clutch account or API key? No — the Actor reads only public directory and profile data; no account, login or API key is used.

🔗 More B2B & directory scrapers by logiover

Building a full B2B outreach or competitive dataset? Pair Clutch with these:

Source	Actor
🏆 GoodFirms directory	GoodFirms Scraper
⭐ G2 software reviews	G2.com Software Reviews Scraper
⭐ Trustpilot reviews	Trustpilot Reviews Scraper
⚖️ Lawyer directory	Avvo Lawyer Scraper
🏢 Commercial real estate	Crexi Scraper
📊 Traffic analytics	SimilarWeb Scraper
🌐 Website contacts	Website Contact Scraper
📧 Email verification	Bulk Email Verifier
🏢 LinkedIn companies	LinkedIn Company Scraper

👉 Browse all logiover scrapers on Apify Store — 180+ actors across real estate, jobs, crypto, social media & B2B data.

⚙️ 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 — only publicly listed agency data.

🤖 AI Agents, MCP & RAG Integration

Clutch.co Scraper works natively as an on-demand data tool for AI assistants and autonomous workflows.

Connect this Actor directly to Apify AI, Claude Desktop, Cursor, VS Code, Windsurf, LangChain, or LlamaIndex via the official Apify MCP Server — no custom wrapper code needed:

{
  "mcpServers": {
    "apify": {
      "type": "http",
      "url": "https://mcp.apify.com?tools=logiover/clutch-co-scraper"
    }
  }
}

• Schema-typed inputs & outputs: Clean JSON records with explicit .actor/input_schema.json and .actor/output_schema.json definitions so LLM agents infer parameters and parse fields accurately without HTML noise.
• Bounded & predictable runs: Built-in volume caps and pay-per-result budget guards prevent runaway agent tool loops.
• RAG & automation ready: Stream run datasets straight into vector stores, n8n, Make, Zapier, or webhook pipelines.

💬 Support, Issues & Reviews

• Bug reports & target-site changes: Hit an unexpected empty result or selector change? Open a ticket in the Issues tab with your Run ID or sample input — we actively monitor issues and ship fixes fast.
• Feature & field requests: Need an additional data attribute or filter? Request it in the Issues tab.
• Enjoying this Actor? If it saved you engineering time, please consider leaving an honest review on Apify Store or bookmarking logiover/clutch-co-scraper — organic developer feedback helps others discover reliable tools and keeps maintenance prioritized.

⚖️ Legal

This Actor collects only publicly available business-directory data from Clutch.co. You are responsible for complying with Clutch.co's Terms of Service, applicable local laws, and any privacy regulations (such as GDPR) when handling contact details.

---

This Actor is an independent tool. It is not affiliated with, endorsed by, or sponsored by Clutch.co; Clutch.co and all other trademarks mentioned here are the property of their respective owners.

How much Clutch.co data can you extract in one run?

A single run returned 1,000 rows in 228 seconds on the example input, and it was still going when the measurement stopped — raise the result limit and it keeps paginating. That is roughly 263 rows a minute.

There is no hard ceiling built into this Actor. What bounds a run is the result limit you set, the breadth of the input you give it, and how much Clutch.co itself publishes. Because billing is per result, a wider run costs proportionally more and a narrow one costs almost nothing — so it is worth starting small and scaling once the output looks right.

Clutch.co scraping — frequently asked questions

Do I need a Clutch.co API key, account or login?

No. This Actor reads publicly available pages and feeds, so there is nothing to register for and no credentials to manage.

How do I export Clutch.co data to CSV, Excel, JSON or Google Sheets?

Open the Storage tab after a run and pick the format you want — CSV, Excel, JSON, XML or an HTML table. For Google Sheets, Airtable or a database, use the dataset URL or the Apify API so the sheet refreshes itself on every run.

Can I schedule this Clutch.co scraper to run daily or hourly?

Yes. Use the Schedules tab and pick a cadence. Daily is enough for most tracking work; pick hourly only if the rows you care about really do change that fast.

How many rows can I get, and what does it cost?

See the volume section above for a measured figure. Billing is per result, so you pay for the rows you actually receive and a run that finds nothing costs nothing.

Is scraping Clutch.co legal?

This Actor collects only information that Clutch.co publishes publicly. It does not log in, does not defeat access controls and does not touch private data. You remain responsible for how you use the output, including under GDPR and similar rules where personal data is involved.

What happens if Clutch.co blocks the run or changes its layout?

A refused exit IP is swapped for a fresh one within a quarter of a second and retried, and rate limiting is waited out rather than fought. If nothing gets through, the run fails with the reason instead of reporting success with zero rows — so an empty result always means "no matches", never "the source would not answer".

Can I use this with an AI agent, LangChain or an MCP client?

Yes. The Actor is callable over the Apify API and through Apify's MCP server, so an agent can run it and read the dataset back as a tool call.

📝 Changelog

2026-11-11

• Added reliable terminal run status telemetry and structured Apify AI / MCP Server (mcp.apify.com) tool configuration.
• Added direct Issues & Reviews support links and refreshed live maintenance verification.

2026-11-01

• Monthly health check (2026-11-01): a live run on the current build completed successfully and returned data. Input options, output fields and pricing are unchanged.
• README refreshed: 2 links to renamed Actors updated, 3 links to retired Actors removed; independence disclaimer added; documented 1 additional input field.

2026-10-15

• A run that reaches its maximum cost per run now stops cleanly with its results saved and a status message, instead of ending as aborted.
• A proxy group your account cannot use no longer stops the run at start-up; it falls back to the default Apify Proxy.
• Runs with a short timeout (API and AI-agent calls) now finish inside it with what they collected, instead of being cut off.
• Memory is managed within the run's own limit, which removes a rare out-of-memory crash on large pages.
• The prefilled example for maxResults is now 657 (was 100).
• The default used when the field is left out for maxResults is now 5,263 (was 200).

2026-09-23

• Fleet-wide quality audit. Verified end to end against live data and re-checked the input schema, the output columns and the run configuration.
• Output verified on a live run: 15 columns returned, 93.1% of cells populated.
• Run reliability reviewed: 100.0% of public runs succeeded in the last 30 days.
• Input schema, output schema and pricing configuration reviewed.
• Noted that 1 column(s) came back empty in this sample (socialLinks); these are under review.

2026-09-01

• Raised the default memory. The Actor's real peak usage sat above the 512 MB default, so a run started with the default settings could be killed for running out of memory before it finished. Every successful run on record had been started with more memory by hand; the default now matches what the Actor actually needs.
• Verified against real run history: success rate, output fields and types, and peak memory against the new limit.

2026-08-11

• Maintenance release: refreshed the build and dependencies.
• Re-verified live execution, non-empty structured output and dataset field/type integrity.
• Reviewed reliability (retries, pagination) and output quality as part of a full-fleet QA pass.

2026-08-01

• Completed the August 2026 full health check: verified empty/programmatic default, Console UI default, and two source-informed alternative inputs on Apify.
• Confirmed successful live execution, non-empty structured output, dataset-field/type integrity, and logical sample quality within the 5-minute quality window.
• Declared 17 dataset fields from typed live cloud samples so the output contract is no longer an empty placeholder.
• Declared 17 nullable dataset fields from typed live cloud samples so the output contract is no longer an empty placeholder or brittle to sparse modes.

2026-07-06

• ✨ README overhaul: full field reference, three ready-to-run example scenarios, B2B & directory cross-promo grid, collapsible output table and a clearer quick start.

2026-07-01

• Maintenance pass: re-verified end-to-end on live data within the 5-minute quality window on the default input; sharpened Store SEO metadata and expanded the FAQ with high-intent long-tail questions; added ready-to-run example tasks.

2026-06-15

• Reliability pass: re-verified end-to-end on live data with real-world inputs. Routine maintenance build.

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

• 🛡️ Reliability fix: results are no longer dropped by strict output validation — runs now complete cleanly even at high volume. Stability & performance hardening; fresh rebuild.

2026-06-04

• Verified live & refreshed build — reliability/maintenance pass.

---

*Maintained: last verified 2026-11-11 — checked end-to-end against live run history (reliability, output fields and types, and time/memory budgets).