Trustpilot Business & Review Data Extractor

Powerful and flexible Trustpilot scraper to extract business information, company details, and customer reviews. Supports scraping reviews by business or category, customizable limits, and advanced filtering. Ideal for market research, sentiment analysis, lead generation, and data enrichment.

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⭐️ Supported Modes

• Business reviews:
  Scrape all reviews for specific Trustpilot business pages.
• Category reviews:
  Scrape reviews from all businesses under a specific category.
• Company info:
  Extract company details, categories, verification status, and more.
• Company info by category:
  Bulk-extract company profiles grouped by category.

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✨ Features

• Multiple scraping modes:
  Select reviews, category reviews, company info, or company info by category.
• Custom filtering:
  Filter by business, category, review count, rating, and more.
• Flexible input:
  Accepts both business and category URLs.
• Verification insights:
  Includes status verification the business
• Export-ready results:
  Download scraped data as CSV or JSON directly from Apify dataset.
• Easy Apify integration:
  Designed to work seamlessly within Apify workflows and automation.

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🧑‍💻 How To Use

• Configure your parameters:
  • scrape_mode: reviews, reviews_by_category, company_info,or company_info_by_category
  • urls: List of Trustpilot business/category URLs
  • limit_data: Maximum businesses/categories to scrape (set 0 for all)
  • limit_reviews: Maximum reviews per business (set 0 for all)
• Run the actor.
• Download/export results from the dataset (CSV/JSON).

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📦 Example Output

Sample Output Scrape Mode reviews and reviews_by_category

[
  {
    "business_name": "Bluegrass Hemp Oil",
    "id": "68923b84a771378c1ea79f17",
    "text": "I found Bluegrass Hemp Oil to have a good selection of hemp-based products. The quality of the oil was consistent, and the packaging was professional. Shipping was reasonably quick.",
    "rating": 4,
    "date": "2025-08-05T19:12:36.000Z",
    "likes": 0,
    "title": "I found Bluegrass Hemp Oil to have a…",
    "source": "Organic",
    "sender": {
      "id": "68923addb7b817a2936bd790",
      "name": "Raymond Walker",
      "image": "https://user-images.trustpilot.com/68923addb7b817a2936bd790/73x73.png",
      "country": "US",
      "is_verified": false
    },
    "reply": {
      "message": "Hi Raymond,\n\nThanks",
      "date": "2025-08-06T11:50:13.496Z"
    },
    "language": "en",
    "location": null,
    "website_business": "https://bluegrasshempoil.com/",
    "url_scrapped": "https://www.trustpilot.com/review/bluegrasshempoil.com?page=1"
  }
]

Sample Output Scrape Mode company_info and company_info_by_category

[
  {
    "name": "Bluegrass Hemp Oil",
    "verified": true,
    "claimed": true,
    "reviews_count": 1351,
    "trustScore": 4.9,
    "rating": 5,
    "address": "190 Lexington Green Circle",
    "city": "Lexington",
    "country": "US",
    "phone": "(859) 963-3550",
    "zip_code": "40503",
    "email": "info@bluegrasshempoil.com",
    "website": "https://bluegrasshempoil.com/",
    "description": "We've won Kentucky's favorite CBD Oil and CBD Oil Company and other industry awards. For multiple years in a row.\n\nOur  CBD oils are specially formulated from our proprietary blend of American hemp genetics - exclusively bloom-crafted, full-spectrum, and extracted using hydrocarbons. No other CBD products on the market like ours exist. From sublingual extracts to bath & body care, uncompromising commitment to quality is in each product.\n\nWe introduced CBD Oil (Cannabidiol) to Kentucky\nin 2013 when advocating for the legalization of hemp for our founder's son, Colten, who was diagnosed with Idiopathic Generalized Epilepsy at age 3.\n\nThe Kentucky Cannabis Company was approved as one of the original 6 to cultivate hemp in Kentucky legally. We focused all our efforts on the therapeutic aspects of non-intoxicating cannabis. We began growing high CBD and American hemp varieties. \n\nToday CBD is in every corner store. Many CBD products from other sources are over-processed. They only have one or two cannabinoids in them at best. These products are ineffective due to the lack of the overall amount of cannabinoids in the product. \n\nGenesis Blend CBD Oil contains at least six natural cannabinoids and terpenoids, which is genuinely full spectrum. Save money and get the best CBD Oil and CBD Products the first time.",
    "trustpilot_url": "https://www.trustpilot.com/review/bluegrasshempoil.com",
    "categories": [
      "Vitamin and Supplements Store",
      "Homeopath",
      "Cannabis store",
      "Animal Hospital",
      "Health and Beauty Shop",
      "Natural Foods Store"
    ],
    "oneStar_review_count": 10,
    "twoStar_review_count": 5,
    "threeStar_review_count": 20,
    "fourStar_review_count": 46,
    "fiveStar_review_count": 1270
  }
]

⚡️Example Use Cases

• Market research & competitor analysis
• Brand & reputation monitoring
• Customer sentiment research
• Review aggregation for business intelligence

🔑 Keywords

Trustpilot scraper, Trustpilot review extractor, business profile scraper, review aggregator, data extraction, web scraping, Apify, brand monitoring, python scraper, company reviews