Clutch Scraper — B2B Agency Ratings & Reviews

What does Clutch Scraper do?

Clutch Scraper turns clutch.co directory listings into clean, structured data — company details, star ratings, review counts, service focus, hourly rates, minimum project sizes and office locations. Enable optional per-company enrichment to also pull each provider's bio, social links, service lines, focus areas, industries, clients, business details and full client reviews. It runs the same search consistently over time, so you can track providers as listings change.

New to Apify? Sign up free and use the included $5 monthly platform credit to test this actor.

Key features

• 🔔 Notifications — Telegram, Slack, Discord, WhatsApp Cloud API, and generic webhook out of the box. Pair with incremental for daily new-listing alerts without pipeline glue.
• 📦 Compact mode — AI-agent and MCP-friendly payloads with core fields only.
• ✂️ Description truncation — cap description length with descriptionMaxLength to control LLM prompt cost and dataset size — set 0 for full descriptions, or any char-limit to trim.
• 📌 Change classification — each record carries a changeType of NEW / UPDATED / UNCHANGED / REAPPEARED / EXPIRED. Default emits NEW + UPDATED + REAPPEARED; opt into the others with emitUnchanged / emitExpired. Repost detection flags previously-expired listings that come back.
• ♻️ Incremental mode — recurring runs emit and charge only for listings that are new or whose tracked content changed. First run builds the baseline; subsequent runs emit only NEW / UPDATED / REAPPEARED records (UNCHANGED + EXPIRED opt-in). Saves 80–95% on daily monitoring.
• 🧹 Empty-field stripping — drop null, empty-string, and empty-array fields from each record before push. Smaller payloads for AI agents and dashboards that already handle missing fields gracefully.
• 📤 Export anywhere — Download the dataset as JSON, CSV, or Excel from the Apify Console, or stream live via the Apify API and integrations (Make, Zapier, Google Sheets, n8n, …).

What data can you extract from clutch.co?

Each result includes Core listing fields (title, isVerified, profileLink, logo, rating, reviewCount, minProjectSize, and hourlyRate, and more) and detail fields when enrichment is enabled (description). In standard mode, all fields are always present — unavailable data points are returned as null, never omitted. In compact mode, only core fields are returned.

Enable detail enrichment in the input to get richer fields such as full descriptions where the source provides them.

Input

Configure the actor through the input schema in Apify Console.

Key parameters:

• searchUrls — Clutch.co category or directory URLs to scrape (e.g. a service + location page).
• maxItemsPerUrl — Maximum number of companies to collect from each start URL. (default: 100)
• includeDetails — Also open each company profile for extra fields (bio, social links, offices, service lines, focus areas, industries, clients, business details). Slower. (default: false)
• includeReviews — Also collect client reviews for each company. Slower. (default: false)
• excludeEmptyFields — Omit fields that are null or empty from each output record, instead of returning them as null. (default: false)
• compact — Return only the core company identity, rating and contact fields. Drops long text, enrichment and review fields for a lighter, cheaper sweep. (default: false)
• descriptionMaxLength — Truncate the description and bio text after this many characters. Use 0 for no truncation. (default: 0)
• telegramToken — Telegram bot token (from @BotFather). Required for Telegram notifications.
• telegramChatId — Telegram chat or channel ID (e.g. "-100123456789"). Required when telegramToken is set.
• discordWebhookUrl — Discord incoming webhook URL. Server Settings → Integrations → Webhooks → New Webhook.
• slackWebhookUrl — Slack incoming webhook URL. api.slack.com/messaging/webhooks.
• webhookUrl — Receives a JSON POST with {metadata, items} after each run. Universal escape hatch for n8n / Make / Zapier / custom backends.
• ...and 7 more parameters

Input examples

Basic search — Targeted run scoped to a single Clutch category or search URL.

→ Full payload per company — all standard listing fields populated where Clutch provides them.

{
  "searchUrls": [
    "https://clutch.co/agencies/digital-marketing"
  ],
  "maxItemsPerUrl": 100
}

With company details and reviews — Opt into per-company profile enrichment and published client reviews.

→ Each company adds bio, social links, office locations, service lines, focus areas, industry focus, clients, business details, and its client reviews.

{
  "searchUrls": [
    "https://clutch.co/it-services"
  ],
  "maxItemsPerUrl": 50,
  "includeDetails": true,
  "includeReviews": true
}

Incremental monitoring — Re-run on a schedule to track only what changed since last time; each company is tagged new, updated, unchanged, or expired.

→ Every company carries a changeType field; pair with emitUnchanged/emitExpired to control which states are returned.

{
  "searchUrls": [
    "https://clutch.co/agencies/digital-marketing"
  ],
  "maxItemsPerUrl": 100,
  "incrementalMode": true
}

Output

Each run produces a dataset of structured listing records. Results can be downloaded as JSON, CSV, or Excel from the Dataset tab in Apify Console.

Example listing record

{
  "title": "Ignite Visibility",
  "isVerified": true,
  "profileLink": "https://clutch.co/profile/ignite-visibility",
  "logo": "https://img.shgstatic.com/clutch-static-prod/image/scale/50x50/s3fs-public/logos/ignite.jpg",
  "rating": 4.8,
  "reviewCount": 173,
  "minProjectSize": "$10,000+",
  "hourlyRate": "$100 - $149 / hr",
  "employeesCount": "250 - 999",
  "location": "San Diego, CA",
  "services": [
    {
      "name": "Search Engine Optimization",
      "percentage": 40
    },
    {
      "name": "Advertising",
      "percentage": 10
    },
    {
      "name": "Email Marketing",
      "percentage": 10
    },
    {
      "name": "Pay Per Click",
      "percentage": 10
    },
    {
      "name": "Social Media Marketing",
      "percentage": 10
    },
    "... 2 more items"
  ],
  "description": "Ignite Visibility is a digital marketing agency specializing in SEO, paid media, social media, and CRO services. The company is highly regarded for its strategic thinking, responsiveness, and ability...",
  "numberOfProjects": 173,
  "websiteUrl": "https://ignitevisibility.com/?utm_source=clutch.co&utm_medium=referral&utm_campaign=agencies-digital-marketing",
  "dataPosition": 1,
  "tags": [
    "Search Engine Optimization",
    "Advertising",
    "Email Marketing",
    "Pay Per Click",
    "Social Media Marketing",
    "... 2 more items"
  ],
  "bio": "We put our customers first. Ignite Visibility is a top-rated digital agency recognized as one of the top digital marketing agencies in the USA by Clutch, The Manifest, and UpCity. Our excellence has e...",
  "socialLinks": [
    "https://www.linkedin.com/company/ignite-visibility/",
    "https://www.facebook.com/ignitevisibility/",
    "http://twitter.com/ignitev",
    "https://www.instagram.com/ignitevisibility/?hl=en"
  ],
  "officeLocations": [
    {
      "street": "4250 Executive Square Suite #100",
      "locality": "San Diego",
      "region": "CA",
      "country": "United States",
      "postalCode": "92037",
      "telephone": "6197521955",
      "employees": "201 - 250"
    }
  ],
  "serviceLines": [
    {
      "name": "Search Engine Optimization",
      "slug": "field_pp_sl_seo",
      "group": "Digital marketing",
      "percent": 40,
      "certified": true
    },
    {
      "name": "Advertising",
      "slug": "field_pp_sl_advertising",
      "group": "Marketing",
      "percent": 10,
      "certified": false
    },
    {
      "name": "Email Marketing",
      "slug": "field_pp_sl_email_marketing",
      "group": "Digital marketing",
      "percent": 10,
      "certified": true
    },
    {
      "name": "Pay Per Click",
      "slug": "field_pp_sl_sem",
      "group": "Digital marketing",
      "percent": 10,
      "certified": true
    },
    {
      "name": "Social Media Marketing",
      "slug": "field_pp_sl_smm",
      "group": "Digital marketing",
      "percent": 10,
      "certified": true
    },
    "... 2 more items"
  ],
  "focusAreas": [
    {
      "group": "CMS Focus",
      "name": "WordPress CMS",
      "percent": 100
    },
    {
      "group": "SEO Focus",
      "name": "On site optimization",
      "percent": 30
    },
    {
      "group": "SEO Focus",
      "name": "Generative Engine Optimization",
      "percent": 20
    },
    {
      "group": "SEO Focus",
      "name": "Local search",
      "percent": 20
    },
    {
      "group": "SEO Focus",
      "name": "Content development",
      "percent": 10
    },
    "... 5 more items"
  ],
  "industries": [
    {
      "name": "Automotive",
      "percent": 10
    },
    {
      "name": "Education",
      "percent": 10
    },
    {
      "name": "Franchises",
      "percent": 10
    },
    {
      "name": "Home Services",
      "percent": 10
    },
    {
      "name": "Insurance",
      "percent": 10
    },
    "... 9 more items"
  ],
  "clients": [
    "Midmarket ($10M - $1B)",
    "Enterprise (>$1B)",
    "Small Business (<$10M)"
  ],
  "foundedYear": 2013,
  "languages": [
    "Mandarin",
    "English",
    "Spanish",
    "Portuguese",
    "Japanese",
    "... 4 more items"
  ],
  "timezones": [
    "Eastern Standard Time (EST)",
    "Pacific Standard Time (PST)"
  ],
  "verifiedRatingsUpdatedAt": "March 27, 2026",
  "businessEntity": {
    "name": "Ignite Visibility LLC",
    "jurisdiction": "California",
    "formationDate": "February 28, 2012",
    "status": "Active",
    "entityId": "201207510098",
    "source": "California Secretary of State",
    "lastUpdated": "March 19, 2022"
  },
  "creditRiskRating": {
    "rating": "Low Risk",
    "source": "Creditsafe",
    "lastUpdated": "March 19, 2022"
  },
  "connections": [
    {
      "name": "Catchmaster"
    },
    {
      "name": "Commonwealth Joe Coffee Roasters"
    },
    {
      "name": "Gadre Infotech Pvt. Ltd."
    },
    {
      "name": "Meant4 Software"
    },
    {
      "name": "Qualtura"
    },
    "... 3 more items"
  ],
  "reviews": [
    {
      "projectScope": "Web Dev for Recruitment Company",
      "ratings": {
        "quality": 5,
        "schedule": 5,
        "cost": 5,
        "referral": 5
      },
      "reviewer": "Lori Mabe",
      "quote": "\"Their communication style is awesome.\"",
      "date": "Nov 2, 2022",
      "reviewerPosition": "Senior Director, SelectQuote",
      "verified": true,
      "verificationMethod": "The client submitted this review online.",
      "projectCategory": "Custom Software Development",
      "projectSize": "$1,000,000 to $9,999,999",
      "projectLength": "Nov. 2022 - Ongoing",
      "feedback": [
        {
          "section": "Background",
          "text": "Please describe your company and your position there.I'm the Senior Director of Website Operations. My team and I manage approximately 20 different websites for our company. We work closely with our M..."
        },
        {
          "section": "Challenge",
          "text": "For what projects/services did your company hire Outliant, and what were your goals?We hired Outliant to assist us with rebuilding our customer-facing websites from WordPress to a new tech stack. The..."
        },
        {
          "section": "Solution",
          "text": "How did you select this vendor and what were the deciding factors?Before selecting Outliant, we vetted 4 companies as candidates for our implementation partner. Hands down, Outliant provided the most..."
        },
        {
          "section": "Results",
          "text": "Can you share any measurable outcomes of the project or general feedback about the deliverables?We expect to be able to completely revamp ~20 websites in 17 months. This is an extremely aggressive tim..."
        }
      ],
      "isComplaint": false,
      "riskLevel": "low"
    },
    {
      "projectScope": "Paid Media Campaign Management for Professional Organization",
      "ratings": {
        "quality": 5,
        "schedule": 5,
        "cost": 5,
        "referral": 5
      },
      "reviewer": "L. Perez",
      "quote": "“Ignite Visibility consistently delivered strong results.”",
      "date": "Mar 27, 2026",
      "reviewerPosition": "Senior Manager Lifecycle, ACAMS",
      "verified": true,
      "verificationMethod": "The client submitted this review online.",
      "projectCategory": "Pay Per Click Social Media Marketing",
      "projectSize": "Confidential",
      "projectLength": "Jan. 2024 - Ongoing",
      "feedback": [
        {
          "section": "Background",
          "text": "Please describe your company and position.I am the Senior Manager Lifecycle of ACAMSDescribe what your company does in a single sentence.ACAMS is a global professional organization that provides certi..."
        },
        {
          "section": "Challenge",
          "text": "What specific goals or objectives did you hire Ignite Visibility to accomplish?Increase qualified leads and conversions from paid media while improving cost efficiency (lower CPA and higher ROAS).Scal..."
        },
        {
          "section": "Solution",
          "text": "How did you find Ignite Visibility?Online SearchOtherWhy did you select Ignite Visibility over others?High ratingsHow many teammates from Ignite Visibility were assigned to this project?2-5 EmployeesD..."
        },
        {
          "section": "Results",
          "text": "What were the measurable outcomes from the project that demonstrate progress or success?Increased total qualified leads from paid media (MoM/YoY growth)Decreased cost per acquisition (CPA), improving..."
        }
      ],
      "isComplaint": false,
      "riskLevel": "low"
    },
    {
      "projectScope": "SMM & Content Marketing for Insurance Company",
      "ratings": {
        "quality": 5,
        "schedule": 5,
        "cost": 5,
        "referral": 5
      },
      "reviewer": "Kristy Watt",
      "quote": "\"They stay organized, communicate clearly, and always keep us on track.\"",
      "date": "Feb 23, 2026",
      "reviewerPosition": "Marketing Specialist, Insurance Company",
      "verified": true,
      "verificationMethod": "The client submitted this review online.",
      "projectCategory": "Content Marketing Social Media Marketing",
      "projectSize": "Confidential",
      "projectLength": "Jan. 2017 - Ongoing",
      "feedback": [
        {
          "section": "Background",
          "text": "Please describe your company and position.I am the Marketing Specialist of an insurance company.Describe what your company does in a single sentence.Our company offers personal auto, home, renters, an..."
        },
        {
          "section": "Challenge",
          "text": "What specific goals or objectives did you hire Ignite Visibility to accomplish?Social MediaBlogs"
        },
        {
          "section": "Solution",
          "text": "How did you find Ignite Visibility?Word of mouthWhy did you select Ignite Visibility over others?Close to my geographic locationGreat culture fitGood value for costReferred to meHow many teammates fro..."
        },
        {
          "section": "Results",
          "text": "What were the measurable outcomes from the project that demonstrate progress or success?Improved Engagement YoY: We've seen increases in overall engagement across all our social platforms year-over-ye..."
        }
      ],
      "isComplaint": false,
      "riskLevel": "low"
    },
    {
      "projectScope": "Paid Media Strategy & Lead Gen for Coffee Manufacturing Co",
      "ratings": {
        "quality": 5,
        "schedule": 5,
        "cost": 5,
        "referral": 5
      },
      "reviewer": "Jennifer Orbes",
      "quote": "\"The agility and skill of the team are impressive.\"",
      "date": "Jan 6, 2026",
      "reviewerPosition": "Digital Transformation & Marketing Lead, Commonwealth Joe",
      "verified": true,
      "verificationMethod": "The client submitted this review online.",
      "projectCategory": "Digital Strategy",
      "projectSize": "$10,000 to $49,999",
      "projectLength": "Oct. 2025 - Ongoing",
      "feedback": [
        {
          "section": "Background",
          "text": "Please describe your company and position.I am the Digital Transformation + Marketing Lead of Commonwealth JoeDescribe what your company does in a single sentence.Cold Coffee Manufacturing for offices..."
        },
        {
          "section": "Challenge",
          "text": "What specific goals or objectives did you hire Ignite Visibility to accomplish?Improve Lead Generation"
        },
        {
          "section": "Solution",
          "text": "How did you find Ignite Visibility?ReferralWhy did you select Ignite Visibility over others?Great culture fitReferred to meHow many teammates from Ignite Visibility were assigned to this project?2-5 E..."
        },
        {
          "section": "Results",
          "text": "What were the measurable outcomes from the project that demonstrate progress or success?The engagement resulted in a step-change in how we understand and reach our target customer. We developed clearl..."
        }
      ],
      "isComplaint": false,
      "riskLevel": "low"
    },
    {
      "projectScope": "SEO, Email Marketing & PPC for Vascular Surgery Company",
      "ratings": {
        "quality": 5,
        "schedule": 4.5,
        "cost": 5,
        "referral": 5
      },
      "reviewer": "Anonymous",
      "quote": "\"We could not recommend them highly enough to any business seeking a skilled and dedicated marketing partner.\"",
      "date": "Feb 17, 2025",
      "reviewerPosition": "Executive, Empire Vein and Vascular Specialists",
      "verified": true,
      "verificationMethod": "The client submitted this review online.",
      "projectCategory": "Email Marketing Pay Per Click Search Engine Optimization",
      "projectSize": "$1,000,000 to $9,999,999",
      "projectLength": "Jan. 2024 - Ongoing",
      "feedback": [
        {
          "section": "Background",
          "text": "Please describe your company and position.I am an Executive of Empire Vein and Vascular SpecialistsDescribe what your company does in a single sentence.Vascular and Vein Surgery"
        },
        {
          "section": "Challenge",
          "text": "What specific goals or objectives did you hire Ignite Visibility to accomplish?Increase our social media presenceImprove ROAS"
        },
        {
          "section": "Solution",
          "text": "How did you find Ignite Visibility?Online SearchWhy did you select Ignite Visibility over others?High ratingsHow many teammates from Ignite Visibility were assigned to this project?6-10 EmployeesDescr..."
        },
        {
          "section": "Results",
          "text": "What were the measurable outcomes from the project that demonstrate progress or success?Social Media presence. Over 1 million impressions since project startDescribe their project management. Did they..."
        }
      ],
      "isComplaint": false,
      "riskLevel": "low"
    },
    "... 6 more items"
  ]
}

Incremental fields

When incremental mode is on, each record also carries:

• changeType — one of NEW, UPDATED, UNCHANGED, REAPPEARED, EXPIRED. Default output covers NEW / UPDATED / REAPPEARED; set emitUnchanged: true or emitExpired: true to opt into the others.

How to scrape clutch.co

1. Go to Clutch Scraper in Apify Console.
2. Configure the input.
3. Set maxItemsPerUrl to control how many results you need.
4. Enable includeDetails if you need full descriptions.
5. Click Start and wait for the run to finish.
6. Export the dataset as JSON, CSV, or Excel.

Use cases

• Extract listing data from clutch.co for market research and competitive analysis.
• Monitor new and changed listings on scheduled runs without processing the full dataset every time.
• Feed structured data into AI agents, MCP tools, and automated pipelines using compact mode.
• Export clean, structured data to dashboards, spreadsheets, or data warehouses.
• Benchmark seller / dealer reputation using rating fields.

How much does it cost to scrape clutch.co?

Clutch Scraper uses pay-per-event pricing. You pay a small fee when the run starts and then for each result that is actually produced.

• Run start: $0.005 per run
• Per listing (primary event): $0.0015

You are billed only for the events your run actually triggers. Prices below are the Free plan tier; higher Apify plans (Bronze → Diamond) pay progressively less per event, down to roughly 5× lower on the top tier.

Event	Price (Free tier)	Charged when
Actor start	$0.005 (one-time)	One-time fee charged when a run starts.
Company result (primary)	$0.0015	One company delivered from a Clutch listing page.
Company profile details	$0.003	Extra profile detail for one company, charged only when Include Company Details is enabled.
Company reviews	$0.003	Client reviews for one company, charged only when Include Reviews is enabled.

Example costs (primary event only — other events above add cost when they fire):

• 10 results: $0.02
• 25 results: $0.042
• 100 results: $0.15
• 200 results: $0.3
• 500 results: $0.76

Example: recurring monitoring savings

These examples compare full re-scrapes with incremental runs at different churn rates. Churn is the share of listings that are new or whose tracked content changed since the previous run. Actual churn depends on your query breadth, source activity, and polling frequency — the scenarios below are examples, not predictions.

Example setup: 250 results per run, daily polling (30 runs/month). Event-pricing examples scale linearly with result count.

Numbers below are for the primary Company result event. Other events (Company profile details, Company reviews) are billed separately when they fire.

Churn rate	Full re-scrape run cost	Incremental run cost	Savings vs full re-scrape	Monthly cost after baseline
5% — stable niche query	$0.38	$0.02	$0.36 (94%)	$0.71
15% — moderate broad query	$0.38	$0.06	$0.32 (84%)	$1.84
30% — high-volume aggregator	$0.38	$0.12	$0.26 (69%)	$3.53

Full re-scrape monthly cost at daily polling: $11.40. First month with incremental costs $1.07 / $2.16 / $3.79 for the 5% / 15% / 30% scenarios because the first run builds baseline state at full cost before incremental savings apply.

Platform usage (compute and proxies) is billed separately by Apify based on actual consumption. Incremental runs consume less on result processing, though fixed per-run overhead stays the same.

FAQ

How many results can I get from clutch.co?

The number of results depends on the search query and available listings on clutch.co. Use the maxItemsPerUrl parameter to control how many results are returned per run.

Does Clutch Scraper support recurring monitoring?

Yes. Enable incremental mode to only receive new or changed listings on subsequent runs. This is ideal for scheduled monitoring where you want to track changes over time without re-processing the full dataset.

Can I integrate Clutch Scraper with other apps?

Yes. Clutch Scraper works with Apify's integrations to connect with tools like Zapier, Make, Google Sheets, Slack, and more. You can also use webhooks to trigger actions when a run completes.

Can I use Clutch Scraper with the Apify API?

Yes. You can start runs, manage inputs, and retrieve results programmatically through the Apify API. Client libraries are available for JavaScript, Python, and other languages.

Can I use Clutch Scraper through an MCP Server?

Yes. Apify provides an MCP Server that lets AI assistants and agents call this actor directly. Use compact mode, descriptionMaxLength, and excludeEmptyFields to keep payloads manageable for LLM context windows.

Is it legal to scrape clutch.co?

This actor extracts publicly available data from clutch.co. Web scraping of public information is generally considered legal, but you should always review the target site's terms of service and ensure your use case complies with applicable laws and regulations, including GDPR where relevant.

Your feedback

If you have questions, need a feature, or found a bug, please open an issue on the actor's page in Apify Console. Your feedback helps us improve.

You might also like

• Agoda Reviews Scraper — Hotel Guest Reviews — Scrape guest reviews for any Agoda hotel — star ratings, full review text in the original language.
• Airbnb Reviews Scraper — Text, Rating, Date & Host Reply — Scrape Airbnb reviews as flat rows — review text, star rating, date, reviewer name & location,.
• Kununu Scraper - Company Ratings & Employer Reviews (DACH) — Scrape kununu.com across DACH — company ratings with 4-bucket distribution, 24-month score trends,.
• ReclameAqui Scraper - Complaints, Reputation & Company Intel BR — Scrape ReclameAqui (Brazil): the full company reply thread, reputation scores, and company intel —.
• Trustpilot $0.69💰 Reviews/Ratings/Replies/Bypass 200 Limit — 💰 $0.69 per 1,000 reviews. Scrape full Trustpilot history for any company — bypass the 200-review.
• Trustpilot Provisioner — Trustpilot Provisioner.
• Whatnot Scraper — Listings, Sellers & Shop Inventory — Scrape Whatnot listings and sellers — prices, bids, conditions, card attributes (Set, Grade, Year),.

Getting started with Apify

New to Apify? Create a free account with $5 credit — no credit card required.

1. Sign up — $5 platform credit included
2. Open this actor and configure your input
3. Click Start — export results as JSON, CSV, or Excel

Need more later? See Apify pricing.