Clutch.co Scraper with Reviews

Slug: fatihtahta/clutch-co-scraper

Overview

Clutch.co Scraper with Reviews collects structured company listings, profile details, and client review records from Clutch. It captures key attributes such as company identifiers, profile URLs, locations, ratings, services, pricing, and review content in a consistent JSON format. Clutch is a leading directory for B2B service providers, making its data valuable for vendor research, competitive insights, and market analysis. The actor automates collection across searches, categories, and profiles so you can avoid manual copy-paste. Results are consistent, repeatable, and designed to save hours per research cycle.

Why Use This Actor

• Market research / analytics: Build vendor landscapes, compare ratings, and track category trends across regions.
• Product & content teams: Identify positioning patterns, service mix, and review themes to inform roadmaps and content.
• Developers / data engineering pipelines: Feed structured company and review data into analytics, BI tools, or internal catalogs.
• Lead gen / enrichment: Enrich prospect lists with company size, services, and review signals for prioritization.
• Monitoring / competitive tracking: Watch changes in rankings, ratings, and review volume over time.

Input Parameters

Provide any combination of URLs, queries, and filters to control what the actor collects.

Parameter	Type	Description	Default
startUrls	string[]	One or more Clutch.co URLs to collect directly. Supports search results, category/location directories, and company profiles.	https://clutch.co/web-designers
queries	string[]	Keywords to search on Clutch.co (service category, industry, location, or company name). Use this when you don’t have URLs yet.	–
limit	integer	Maximum listings to save per query. Use smaller values for sampling and larger values for deeper coverage.	50000
getReviews	boolean	When enabled, collect available review records for each company profile.	false
maxReviews	integer	Maximum reviews to save per company. Use smaller values for sampling or larger values for full coverage.	50000
proxyConfiguration	object	Optional connection settings for stability at scale.	Apify proxy with RESIDENTIAL group

Example Input

{
  "startUrls": ["https://clutch.co/web-developers"],
  "queries": ["fintech app development", "b2b saas ui/ux"],
  "limit": 1000,
  "getReviews": true,
  "maxReviews": 200,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": ["RESIDENTIAL"]
  }
}

Output

6.1 Output destination

The actor writes results to an Apify dataset as JSON records. And the dataset is designed for direct consumption by analytics tools, ETL pipelines, and downstream APIs without post-processing.

6.2 Record envelope (all items)

Every record includes a stable envelope:

• type (string, required)
• id (number, required)
• url (string, required)

Recommended idempotency key: type + ":" + id. Use this key for deduplication and upserts when merging data across runs or inputs.

6.3 Examples

Example: company (type = "company")

{
  "type": "company",
  "id": 31689,
  "url": "https://clutch.co/profile/brainhub",
  "kind": "Company",
  "title": "Brainhub",
  "seed_type": "url",
  "seed_value": "https://clutch.co/web-developers/financial-services-industry?agency_size=10+-+49&agency_size=50+-+249&client_budget=250000&client_type=field_pp_cs_midmarket&client_type=field_pp_cs_small_biz&hourly_rate=50-99&hourly_rate=25-49&related_services=field_pp_sl_application_dev&reviews=3&sort_by=ClutchRank&verification=true",
  "listing": {
    "type": "Directory",
    "position": 1,
    "is_sponsor": false
  },
  "branding": {
    "logotype": "https://img.shgstatic.com/clutch-static-prod/image/scale/50x50/s3fs-public/logos/d0b3244693f743a542dc6a84b8f5ae22_1180849687694085911b52d.jpg",
    "verified": "Look for Verified Providers Clutch conducts a rigorous verification process, confirming a provider’s business registration, legal history, credit background, and client feedback to be legitimate, so you can trust their ability to deliver. Learn More Premier Verified"
  },
  "contact": {
    "phone": "[redacted]",
    "location": "[redacted]",
    "address": {
      "street": "[redacted]",
      "city": "[redacted]",
      "postal_code": "[redacted]",
      "country": "[redacted]",
      "phone": "[redacted]"
    },
    "company_page_url": "https://clutch.co/profile/brainhub"
  },
  "ratings": {
    "rating": 4.9,
    "reviews_count": 53,
    "reviews_text": "53 reviews"
  },
  "pricing": {
    "minimum_project_size": "$50,000+",
    "hourly_rate": "$50 - $99 / hr",
    "price_range": "$50 - $99"
  },
  "staffing": {
    "employees": "50 - 249"
  },
  "services": {
    "services_provided": [
      "50% Web Development",
      "30% Cloud Consulting & SI",
      "20% Custom Software Development"
    ]
  },
  "description": "Brainhub is a full-stack web development company, specializing in custom website development and web application development. Reviews consistently highlight their proficiency in JavaScript, React, and Node.js, with 100% of clients expressing satisfaction with their work. Their ability to adapt and integrate into client teams while maintaining control and transparency in project management is frequently praised, showcasing their commitment to delivering high-quality solutions efficiently.",
  "projects": {
    "projects_count": 53,
    "projects_url": "/profile/brainhub#reviews"
  },
  "insights": {
    "recent_reviews": {
      "headline": "Reviewed 2 times in the past 6 months",
      "features": [
        "2 of 2 reviews are 5 stars",
        "$10,000 – $49,000 avg. project cost"
      ],
      "summary_title": "Reviewed 2 times in the past 6 months",
      "summary_text": "Reviewed 2 times in the past 6 months Recent client reviews for Brainhub highlight exceptional project management, timely delivery, and a strong alignment of company values. A Product Manager from Paradox Interactive praised their skilled programmers and consistent performance, noting significant adoption across multiple games. The CEO of ReAnthro emphasized outstanding responsiveness and transparency, leading to a successful prototype development for investor presentations. Overall sentiment reflects high satisfaction with Brainhub's expertise and collaboration, with no significant areas for improvement identified.",
      "cta_url": "/profile/brainhub?sort_by=date_desc#reviews"
    },
    "service_line_reviews": {
      "headline": "11 reviews mention Web Development",
      "features": [
        "7 of 11 Web Development reviews are 5 stars",
        "$50,000 – $199,999 avg. project cost"
      ],
      "highlight_title": "Web App Dev & UX/UI Design for Collaboration Platform",
      "highlight_summary": "4.5 — Brainhub migrated and developed a web app for a collaboration platform. The team was responsible for maintaining the app, redesigning its UX/UI, and building new features.",
      "cta_url": "/profile/brainhub?service_provided=Web%20Development#reviews"
    },
    "industries": {
      "headline": "Experience in 18 industries",
      "summary_title": "Industry Experience",
      "summary_text": "Brainhub has demonstrated substantial expertise across various industries, including Financial Services, Social Networking, Telecommunications, and Education.",
      "industries": [
        "Financial services",
        "Transportation",
        "Social Networking",
        "Other Industry",
        "Telecommunications",
        "Information technology",
        "Software",
        "Media",
        "eCommerce",
        "Consulting",
        "Arts, entertainment & music",
        "Wellness & Fitness",
        "IT Services",
        "Education",
        "Sports",
        "Advertising & marketing",
        "Gaming",
        "Real estate"
      ],
      "cta_url": "https://clutch.co/profile/brainhub#reviews"
    }
  },
  "website": {
    "website_url": "https://r.clutch.co/redirect?analyticsjs=true&category=Web+Developers&content_group=directory&debug_mode=false&event_category=visit_website&event_label=31689&from_page=https%3A%2F%2Fclutch.co%2Fweb-developers%2Ffinancial-services-industry%3Fagency_size%3D10%2B-%2B49%26agency_size%3D50%2B-%2B249%26client_budget%3D250000%26client_type%3Dfield_pp_cs_midmarket%26client_type%3Dfield_pp_cs_small_biz%26hourly_rate%3D50-99%26hourly_rate%3D25-49%26related_services%3Dfield_pp_sl_application_dev%26reviews%3D3%26sort_by%3DClutchRank%26verification%3Dtrue&is_sponsor=false&keyword=Web+Developers&no_click=1&page_canonical_id=1006000010000&page_location=https%3A%2F%2Fclutch.co%2Fweb-developers%2Ffinancial-services-industry%3Fagency_size%3D10%2B-%2B49%26agency_size%3D50%2B-%2B249%26client_budget%3D250000%26client_type%3Dfield_pp_cs_midmarket%26client_type%3Dfield_pp_cs_small_biz%26hourly_rate%3D50-99%26hourly_rate%3D25-49%26related_services%3Dfield_pp_sl_application_dev%26reviews%3D3%26sort_by%3DClutchRank%26verification%3Dtrue&page_number=0&page_type=directory&pid=31689&position=1&source=directory&trace_id=9bd36d79bb0f11fe&transport_url=https%3A%2F%2Fg.clutch.co&u=https%3A%2F%2Fbrainhub.eu%2F%3Futm_source%3Dclutch.co%26utm_medium%3Dreferral%26utm_campaign%3Dweb-developers-financial-services-industry"
  },
  "metadata": {
    "id": "31689",
    "seed_url": "https://clutch.co/web-developers/financial-services-industry?agency_size=10+-+49&agency_size=50+-+249&client_budget=250000&client_type=field_pp_cs_midmarket&client_type=field_pp_cs_small_biz&hourly_rate=25-49&hourly_rate=50-99&related_services=field_pp_sl_application_dev&reviews=3&sort_by=ClutchRank&verification=true",
    "source_url": "https://clutch.co/web-developers/financial-services-industry?agency_size=10+-+49&agency_size=50+-+249&client_budget=250000&client_type=field_pp_cs_midmarket&client_type=field_pp_cs_small_biz&hourly_rate=25-49&hourly_rate=50-99&related_services=field_pp_sl_application_dev&reviews=3&sort_by=ClutchRank&verification=true",
    "scraped_at": "2026-01-13T08:12:20Z",
    "position": 1
  }
}

Example: review (type = "review")

{
  "type": "review",
  "id": 274361,
  "url": "https://clutch.co/go-to-review/2c521014-f7f8-4298-bb89-1db39e69673b/274361",
  "kind": "Review",
  "title": "Staff Augmentation & Software Dev for Accounting Firm",
  "company": {
    "id": "31689",
    "title": "Brainhub",
    "url": "https://clutch.co/profile/brainhub"
  },
  "review": {
    "date": "Mar 8, 2024",
    "type": "A Clutch analyst personally interviewed this client over the phone. Below is an edited transcript."
  },
  "ratings": {
    "rating": 5,
    "rating_metrics": {
      "quality": 5,
      "schedule": 5,
      "cost": 5,
      "willing_to_refer": 5
    },
    "rating_details": {
      "overall": 5,
      "details": {
        "quality": {
          "score": 5,
          "description": "Service & Deliverables"
        },
        "schedule": {
          "score": 5,
          "description": "On time / deadlines"
        },
        "cost": {
          "score": 5,
          "description": "Value / within estimates"
        },
        "willing_to_refer": {
          "score": 5,
          "description": "NPS"
        }
      }
    }
  },
  "content": {
    "quote": "\"I haven't found more skilled resources than Brainhub's team.\"",
    "summary": "Brainhub provides staff augmentation and software development services for an accounting firm. Brainhub works on front- and backend development using Angular and .NET. Brainhub also works with PostgreSQL.",
    "feedback": "Brainhub complements the client's team. The team has a strict hiring process and provides resources with the required expertise level. Brainhub meets deadlines and holds daily stand-up meetings. Brainhub uses Azure DevOps, Confluence, and Microsoft Teams to collaborate with the client."
  },
  "reviewer": {
    "name": "Anonymous",
    "position": "Managing Director, Accounting Firm",
    "verified": true,
    "details": {
      "industry": "Financial services",
      "location": "[redacted]",
      "client_size": "10,001+ Employees",
      "review_type": "Phone Interview"
    }
  },
  "project": {
    "services": [
      "Custom Software Development",
      "IT Staff Augmentation"
    ],
    "project_size": "$1,000,000 to $9,999,999",
    "project_length": "Apr. 2023 - Ongoing"
  },
  "extra_sections": [
    {
      "title": "BACKGROUND",
      "content": "Introduce your business and what you do there. I'm a managing director at an accounting firm that provides tax audit and advisory services."
    },
    {
      "title": "OPPORTUNITY / CHALLENGE",
      "content": "What challenge were you trying to address with Brainhub? We needed support with the design and implementation of our tax software products. Our in-house team didn't have the overall level of experience required for this enterprise software development project."
    },
    {
      "title": "SOLUTION",
      "content": "What was the scope of their involvement? Brainhub provides staff augmentation services for our company. Brainhub works on Angular frontend development and uses .NET for backend development and PostgreSQL for databases. Brainhub also provides mentoring for our in-house development team."
    },
    {
      "title": "RESULTS & FEEDBACK",
      "content": "What evidence can you share that demonstrates the impact of the engagement? Brainhub provides the resources I require for this project with the required experience level."
    }
  ],
  "metadata": {
    "id": "274361",
    "seed_url": "https://clutch.co/web-developers/financial-services-industry?agency_size=10+-+49&agency_size=50+-+249&client_budget=250000&client_type=field_pp_cs_midmarket&client_type=field_pp_cs_small_biz&hourly_rate=25-49&hourly_rate=50-99&related_services=field_pp_sl_application_dev&reviews=3&sort_by=ClutchRank&verification=true",
    "source_url": "https://clutch.co/profile/brainhub",
    "scraped_at": "2026-01-13T08:12:41Z"
  }
}

Field reference

Company fields (type = "company")

• kind (string, required): Record category label.
• title (string, required): Company name.
• seed_type (string, required): Input type used to discover the company.
• seed_value (string, required): Original seed value.
• listing.type (string, optional): Listing context (e.g., directory).
• listing.position (number, optional): Position within the listing.
• listing.is_sponsor (boolean, optional): Sponsorship indicator.
• branding.logotype (string, optional): Logo image URL.
• branding.verified (string, optional): Verification text or badge description.
• contact.phone (string, optional): Primary phone number.
• contact.location (string, optional): Location summary.
• contact.address.street (string, optional)
• contact.address.city (string, optional)
• contact.address.postal_code (string, optional)
• contact.address.country (string, optional)
• contact.address.phone (string, optional)
• contact.company_page_url (string, optional): Company profile URL.
• ratings.rating (number, optional): Average rating.
• ratings.reviews_count (number, optional): Review count.
• ratings.reviews_text (string, optional): Rating summary text.
• pricing.minimum_project_size (string, optional)
• pricing.hourly_rate (string, optional)
• pricing.price_range (string, optional)
• staffing.employees (string, optional): Team size range.
• services.services_provided (array[string], optional): Service mix summary.
• description (string, optional): Company description.
• projects.projects_count (number, optional)
• projects.projects_url (string, optional)
• insights.recent_reviews.headline (string, optional)
• insights.recent_reviews.features (array[string], optional)
• insights.recent_reviews.summary_title (string, optional)
• insights.recent_reviews.summary_text (string, optional)
• insights.recent_reviews.cta_url (string, optional)
• insights.service_line_reviews.headline (string, optional)
• insights.service_line_reviews.features (array[string], optional)
• insights.service_line_reviews.highlight_title (string, optional)
• insights.service_line_reviews.highlight_summary (string, optional)
• insights.service_line_reviews.cta_url (string, optional)
• insights.industries.headline (string, optional)
• insights.industries.summary_title (string, optional)
• insights.industries.summary_text (string, optional)
• insights.industries.industries (array[string], optional)
• insights.industries.cta_url (string, optional)
• website.website_url (string, optional): Company website or redirect URL.
• metadata.id (string, required): Source identifier as provided by the site.
• metadata.seed_url (string, required): Seed URL used to discover the record.
• metadata.source_url (string, required): Page URL where the record was collected.
• metadata.scraped_at (string, required): ISO timestamp.
• metadata.position (number, optional): Listing position when available.

Review fields (type = "review")

• kind (string, required): Record category label.
• title (string, required): Review title.
• company.id (string, required): Company identifier.
• company.title (string, required): Company name.
• company.url (string, required): Company profile URL.
• review.date (string, optional): Review date text.
• review.type (string, optional): Review interview type.
• ratings.rating (number, optional)
• ratings.rating_metrics.quality (number, optional)
• ratings.rating_metrics.schedule (number, optional)
• ratings.rating_metrics.cost (number, optional)
• ratings.rating_metrics.willing_to_refer (number, optional)
• ratings.rating_details.overall (number, optional)
• ratings.rating_details.details.quality.score (number, optional)
• ratings.rating_details.details.quality.description (string, optional)
• ratings.rating_details.details.schedule.score (number, optional)
• ratings.rating_details.details.schedule.description (string, optional)
• ratings.rating_details.details.cost.score (number, optional)
• ratings.rating_details.details.cost.description (string, optional)
• ratings.rating_details.details.willing_to_refer.score (number, optional)
• ratings.rating_details.details.willing_to_refer.description (string, optional)
• content.quote (string, optional)
• content.summary (string, optional)
• content.feedback (string, optional)
• reviewer.name (string, optional)
• reviewer.position (string, optional)
• reviewer.verified (boolean, optional)
• reviewer.details.industry (string, optional)
• reviewer.details.location (string, optional)
• reviewer.details.client_size (string, optional)
• reviewer.details.review_type (string, optional)
• project.services (array[string], optional)
• project.project_size (string, optional)
• project.project_length (string, optional)
• extra_sections.title (string, optional)
• extra_sections.content (string, optional)
• metadata.id (string, required)
• metadata.seed_url (string, required)
• metadata.source_url (string, required)
• metadata.scraped_at (string, required)

Data guarantees & handling

• Best-effort extraction: fields may vary by region/session/availability/UI experiments.
• Optional fields: null-check in downstream code.
• Deduplication: recommend type + ":" + id.

How to Run on Apify

1. Open the Actor in Apify Console.
2. Configure your search parameters (e.g., category/practice area, state/region, optional city).
3. Set the maximum number of outputs to collect.
4. Click Start and wait for the run to finish.
5. Download results in JSON, CSV, Excel, or other supported formats.

Scheduling & Automation

Scheduling

Automated Data Collection You can schedule runs to keep your dataset fresh over time. This is useful for recurring reporting and monitoring.

• Navigate to Schedules in Apify Console
• Create a new schedule (daily, weekly, or custom cron)
• Configure input parameters
• Enable notifications for run completion
• (Optional) Add webhooks for automated processing

Integration Options

• Webhooks: Trigger downstream actions when a run completes
• Zapier: Connect to 5,000+ apps without coding
• Make (Integromat): Build multi-step automation workflows
• Google Sheets: Export results to a spreadsheet
• Slack/Discord: Receive notifications and summaries
• Email: Send automated reports via email

Performance

• Small runs (< 1,000 outputs): ~2–3 minutes
• Medium runs (1,000–5,000 outputs): ~5–15 minutes
• Large runs (5,000+ outputs): ~15–30 minutes

Execution time varies based on filters, result volume, and how much information is returned per record.

Compliance & Ethics

Responsible Data Collection

This actor collects publicly available B2B company listings and review information from Clutch for legitimate business purposes, including:

• Vendor research and market analysis
• Competitive benchmarking
• Review monitoring

This section is informational and not legal advice.

Best Practices

• Use collected data in accordance with applicable laws, regulations, and the Clutch’s terms
• Respect individual privacy and personal information
• Use data responsibly and avoid disruptive or excessive collection
• Do not use this actor for spamming, harassment, or other harmful purposes
• Follow relevant data protection requirements where applicable (e.g., GDPR, CCPA)

Support

Need help? Open an issue or use the support section on the actor page in Apify Console. Include the input you used (redacted if needed), the run ID, a short summary of expected vs. actual behavior, and (optionally) a small output sample.