Clutch Agencies Scraper

Clutch Agencies Scraper: agency leads with rates, team size and reviews

Paste a public Clutch directory URL and the agencies listed on it come back as rows. Name, profile link, website, where they work, hourly rate band, the smallest project they take, team size, star rating, review count and the service lines they advertise.

It reads the first page of each directory URL and stops there. A category with hundreds of agencies gives you that first page, not the whole category, so plan on one URL per page you actually want.

🔍 What Clutch Agencies Scraper does

You give it directory pages you copied out of Clutch, like the web developers in Toronto or the SEO firms in Berlin. It reads the cards on that page and turns each one into a row with the numbers buyers actually compare on: the hourly rate band, the minimum project size, how big the team is, the rating and how many reviews sit behind it.

Up to 10 directory URLs per run, up to 100 agencies from each. Anything Clutch does not print on the card comes back as null rather than a guess, so a missing website is a missing website and not an empty string you have to second-guess later.

It stays on the directory page. It does not open each agency's profile, so there are no contact details and no review text in the output.

📥 What you give it

{
  "directoryUrls": ["https://clutch.co/ca/web-developers/toronto"],
  "maxAgenciesPerDirectory": 25
}

Run it with directoryUrls empty and you get a single labelled sample row back, so you can see the output shape before committing to a real list.

📤 What you get back

A real row from a recent run:

{
  "ok": true,
  "name": "True Market",
  "profileUrl": "https://clutch.co/profile/true-market",
  "website": null,
  "rating": 4.9,
  "reviewCount": 26,
  "minimumProjectSize": "$5,000+",
  "hourlyRate": "$100 - $149 / hr",
  "teamSize": "10 - 49",
  "location": "Serves Toronto, Canada",
  "services": ["Web Development", "Web Design", "Branding", "Graphic Design", "E-Commerce Development"],
  "directoryUrl": "https://clutch.co/ca/web-developers/toronto",
  "scrapedAt": "2026-09-06T17:08:53.875Z",
  "transport": "direct_http"
}

🧾 Reading the output

Three kinds of row can land in your dataset.

Filter on _sample and _diagnostic being absent. The sample row also carries ok: true, so a filter on that alone keeps it.

A diagnostic row carries a status telling you what happened to that one URL:

One bad URL never stops the others, and a diagnostic row never fails the run.

▶️ How to run it

1. Open Clutch Agencies Scraper and click Try for free. 2. Paste your directory pages into Clutch directory URLs, one per line. 3. Set Maximum agencies per directory. Start at 25 to see the shape of the output. 4. Click Start. 5. Download the dataset as JSON, CSV or Excel, or read it from the Apify API.

💰 How much does it cost?

$0.80 per 1,000 agencies. Flat on every Apify plan, no volume tiers.

You pay per agency row. The sample row is not charged, diagnostic rows are not charged, and the same agency appearing twice on a page is dropped before it becomes a row.

💡 What people use it for

• Building an outreach list of agencies in one city and one service line, with the rate band already

attached so you can drop the ones out of budget before you write anything.

• Comparing what the same kind of agency charges in three different cities, by running three

directory URLs in one go.

• Shortlisting by evidence rather than by page position: rating is easy to look good on when only

four people reviewed you, and reviewCount is right there beside it.

• Keeping a monthly snapshot of a category so you can see which agencies appeared, moved or vanished.

🚧 What it does not do

• First page only. It does not follow Clutch's pagination, so 100 is a cap on what page one can

give you, not a promise of 100 rows.

• Directory cards only. No agency profile pages, which means no contact details, no email, no

phone and no review text.

• More than 10 URLs and the rest are dropped, without a warning row. Split a longer list across

runs.

• The rate and size fields stay as text bands, because that is how Clutch publishes them. Parsing

$100 - $149 / hr into numbers is your side.

• Some cards carry no location, and those come back null. Clutch's own layout decides this, not

the actor.

• No review text, no case studies, no portfolio items.
• Rows are a snapshot. Ratings and review counts move, and scrapedAt records when the page was

read.

🧭 Which lead scraper do you need?

❓ Questions people ask

Do I need a Clutch account? No. Everything here comes off public directory pages.

Can I get the agency's email? Not from this actor. It stays on the directory page, and emails live behind the profile.

Why did I get fewer rows than my maximum? The first page of that directory had fewer cards than you asked for. You are charged for what arrived.

Can I run a whole category? Not in one go. Clutch paginates and this reads page one, so you would need the pages you want as separate URLs if Clutch gives them distinct addresses.

Can I schedule it? Yes, like any Apify actor. profileUrl is stable, so comparing this month's run against last month's is a straight join.

Is scraping Clutch legal? These are public directory listings. They still describe real businesses and sometimes real people, which GDPR and similar laws cover, so have a reason for collecting it. Apify's write-up on scraping and the law is a good starting point, and we are not lawyers.

🆘 If something breaks

Open the Issues tab on the actor page. Send the directory URL and the run ID. If you got a diagnostic row, its status and bodySnippet usually explain it on their own.