Yelp Data Extractor: Lead Gen & Reputation Management

🚀 Yelp Business Data Extractor for Agencies

The most comprehensive data extraction tool for Yelp, specifically engineered for Reputation Management, Lead Generation, and Local SEO Agencies.

While other scrapers only provide basic contact info, this Actor extracts deep-level intelligence including full review texts, business specialties, detailed amenities, and historical data.

📊 Output Data All Fields

{
  "bizId": "-9NO2IDCJMyNGZMAQ1-VQw",
  "businessName": "NY Pizza Suprema",
  "website": "http://www.nypizzasuprema.com",
  "DetailUrl": "https://www.yelp.com/biz/ny-pizza-suprema-new-york",
  "isClaimed": true,
  "reviewCount": 2837,
  "rating": 4.3,
  "priceRange": "$$",
  "isYelpAdvertiser": true,
  "phoneNumber": "(212) 594-8939",
  "location": {
    "__typename": "BusinessAddress",
    "city": "New York",
    "regionCode": "NY",
    "formatted": "413 8th Ave\nNew York, NY 10001",
    "addressLine1": "413 8th Ave",
    "addressLine2": "",
    "addressLine3": "",
    "postalCode": "10001"
  },
  "categories": [
    "Pizza"
  ],
  "yearEstablished": "1964",
  "businessOwnerName": null,
  "Coordinates": {
    "longitude": "40.750178",
    "latitude": "73.995274"
  },
  "operationHours": [
    "Mon 10:30 AM - 12:00 AM (Next day)",
    "Tue 10:30 AM - 12:00 AM (Next day)",
    "Wed 10:30 AM - 12:00 AM (Next day)",
    "Thu 10:30 AM - 12:00 AM (Next day)",
    "Fri 10:30 AM - 12:00 AM (Next day)",
    "Sat 10:30 AM - 12:00 AM (Next day)",
    "Sun 10:30 AM - 12:00 AM (Next day)"
  ],
  "amenities": [
    "RestaurantsDelivery",
    "RestaurantsTakeOut",
    "RestaurantsReservations",
    "liked_by_vegans",
    "num_vegetarian_options",
    "is_wheelchair_accessible",
    "no_steps_or_stairs",
    "offers_qr_code_menu",
    "has_tv_closed_captioning",
    "accepts_credit_cards",
    "accepts_android_pay",
    "accepts_apple_pay",
    "has_outdoor_seating",
    "Ambience",
    "NoiseLevel",
    "Caters",
    "good_for_groups",
    "good_for_kids",
    "GoodForMeal",
    "BusinessParking",
    "dogs_allowed",
    "has_tv",
    "has_table_service",
    "wifi_options",
    "happy_hour_specials",
    "alcohol_options",
    "has_bike_parking",
    "plastic_free_packaging"
  ],
  "specialties": "Located in Midtown, across from Penn Station and Madison Square Garden for almost 50 years this pizzeria has been owned by the same Italian family since its inception. It is currently rated  as the best New York Slice Place in Manhattan by the Slice Harvester Who surveyed over 370 Pizza places in manhattan and gave NY Pizza Suprema the Only Perfect Score! It has ben rated as\"One of the Ten Best Pizzas in Midtown\" by Gayot and has been rated by the New York Times culinary journalist Ed Levine as \"one of the best pizzas in Manhattan.\" The Village Voice has also rated it \"one of the best in NYC.\"",
  "history": "NY Pizza Suprema was established in 1964 in this location by my father Salvatore Riggio, an Italian immigrant. This pizzeria was here before Madison Square Garden moved here. At that time the school around the corner currently named TCI was RCA. When Sal decided to raise the price from 5 cents a slice, the RCA students picketed in front of the pizzeria for several days, catching media attention. From 1964 and all the way up to 1988, Sal only served plain cheese slices. If you wanted anything extra on your slice, you had to buy the whole pie.",
  "photos": [
    "https://s3-media0.fl.yelpcdn.com/bphoto/EqbDXneMuQP6pw6GemVdQA/o.jpg",
    "https://s3-media0.fl.yelpcdn.com/bphoto/zN4JLkyLuman_MmFJmMfvA/o.jpg",
    "https://s3-media0.fl.yelpcdn.com/bphoto/cXEq9Z-XvYlNZA8HxvRE6Q/o.jpg",
    "https://s3-media0.fl.yelpcdn.com/bphoto/ANLUQGpw7FguNr9aeUZQqw/o.jpg",
    "https://s3-media0.fl.yelpcdn.com/bphoto/1UQAseWxeiy4TTQHpizsGA/o.jpg",
    "https://s3-media0.fl.yelpcdn.com/bphoto/J21NRy9gpMWOWYdTuCQO2w/o.jpg",
    "https://s3-media0.fl.yelpcdn.com/bphoto/QjjZEwZA3gbnMqM0Ef3VtA/o.jpg",
    "https://s3-media0.fl.yelpcdn.com/bphoto/HHx5LZnqfZ8lNz8HxFovag/o.jpg",
    "https://s3-media0.fl.yelpcdn.com/bphoto/z8LX8evbOKX5cmAPhsbOrw/o.jpg",
    "https://s3-media0.fl.yelpcdn.com/bphoto/bG2exAFOdSZl025pUFMBIg/o.jpg",
    "https://s3-media0.fl.yelpcdn.com/bphoto/FOAf8usJiE1AEUK2ac_yMA/o.jpg",
    "https://s3-media0.fl.yelpcdn.com/bphoto/jsO1augESZA10nI585T7Ug/o.jpg",
    "https://s3-media0.fl.yelpcdn.com/bphoto/GXwm94oeKNk-qCjA28E2Jg/o.jpg",
    "https://s3-media0.fl.yelpcdn.com/bphoto/UX5SlsXWV2R4RJDhJbejsQ/o.jpg",
    "https://s3-media0.fl.yelpcdn.com/bphoto/kU_r005A9v3yCCCFMI_-9A/o.jpg",
    "https://s3-media0.fl.yelpcdn.com/bphoto/rfTsH5fOuzSF1uYrw1V3ZQ/o.jpg",
    "https://s3-media0.fl.yelpcdn.com/bphoto/M2YP6barY7fyBpLM23X_Ug/o.jpg",
    "https://s3-media0.fl.yelpcdn.com/bphoto/x78cnfWW2ykv8pIFBL5_hw/o.jpg",
    "https://s3-media0.fl.yelpcdn.com/bphoto/uxxJEjTFiCatJlR_lXHzOw/o.jpg",
    "https://s3-media0.fl.yelpcdn.com/bphoto/82vCc7fUPITf0fBEj-aEjg/o.jpg",
    "https://s3-media0.fl.yelpcdn.com/bphoto/MebEmFayDcNPgrwDBUTPTg/o.jpg",
    "https://s3-media0.fl.yelpcdn.com/bphoto/pFoxKyMvlCKoDU36Jn7gCQ/o.jpg",
    "https://s3-media0.fl.yelpcdn.com/bphoto/ndcx77XKOfcC8Q1hNNNbGg/o.jpg",
    "https://s3-media0.fl.yelpcdn.com/bphoto/jgBWpYVctm0JQOzbnKnqDQ/o.jpg",
    "https://s3-media0.fl.yelpcdn.com/bphoto/BYTh6fGuvkQqF76TJPMOkA/o.jpg"
  ],
  "photosCount": 2568,
  "Reviews": [
    {
      "name": "Sarah Y.",
      "location": "San Diego, CA",
      "rating": 5,
      "reviewCount": 270,
      "friendCount": 188,
      "businessPhotoCount": 479,
      "createdAt": "2025-12-22T21:49:13-05:00",
      "availableReactions": {
        "HELPFUL": 1,
        "THANKS": 0,
        "LOVE_THIS": 0,
        "OH_NO": 0
      },
      "currentTruncatedEliteYear": null,
      "isEliteAllStar": false,
      "text": "i only come here for one flavor, and it's their fig pizza! \n\nfig pizza (~$7.50 a slice): their pizza is thicker than a typical thin slice, but i think it's perfect. it's topped with mozzarella, creamy goat cheese, fig spread, bacon and some basil. \n\nservice: employees friendly and funny!! \n\nseating: for a midtown spot, they have a lot of tables \n\nthings to note: cash only for transactions under $10 \n\nprice: it do be pricey for a slice of pizza, but i justify it knowing that it's the equivalent of 2 typical slices of pizza"
    },
    {
      "name": "Vatsal S.",
      "location": "",
      "rating": 1,
      "reviewCount": 239,
      "friendCount": 173,
      "businessPhotoCount": 165,
      "createdAt": "2025-12-17T11:25:48-05:00",
      "availableReactions": {
        "HELPFUL": 0,
        "THANKS": 0,
        "LOVE_THIS": 0,
        "OH_NO": 0
      },
      "currentTruncatedEliteYear": "26",
      "isEliteAllStar": false,
      "text": "Not sure what to make of this place. Had high hopes but the location is a bit off-beat and the place is a mix of diner and to-go slices.\n\nThe card machine was not working \"temporarily\" but the signage looked like it had been there forever. So we had to fork over cash for a Cheese slice. It was OK. My wife liked it, I didn't. It was a bit on the soury side and pretty plain.\n\nThe other non-cheese slices were almost $8. I wouldn't think those are worth it for the size and value.\n\nEdit: went here again and somehow it was worse. Skipping this forever now."
    },
    {
      "name": "Reagan N.",
      "location": "Bend, OR",
      "rating": 5,
      "reviewCount": 279,
      "friendCount": 6,
      "businessPhotoCount": 203,
      "createdAt": "2025-12-16T17:27:54-05:00",
      "availableReactions": {
        "HELPFUL": 1,
        "THANKS": 0,
        "LOVE_THIS": 1,
        "OH_NO": 2
      },
      "currentTruncatedEliteYear": "26",
      "isEliteAllStar": true,
      "text": "Vegan pizza BY THE SLICE. \n\nI didn't think I'd ever have true NYC pizza again, certainly not sold by the slice, but here came this wonderful institution. Fast, friendly staff, plenty of seating,  clean and delicious. Very close to MSG."
    },
    {
      "name": "Jenny S.",
      "location": "Carter Lake, IA",
      "rating": 4,
      "reviewCount": 146,
      "friendCount": 99,
      "businessPhotoCount": 736,
      "createdAt": "2026-01-23T13:11:14-05:00",
      "availableReactions": {
        "HELPFUL": 0,
        "THANKS": 0,
        "LOVE_THIS": 0,
        "OH_NO": 0
      },
      "currentTruncatedEliteYear": "26",
      "isEliteAllStar": true,
      "text": "Stopped in for a slice on my first night in NYC after a long day of travel. The service was fast, but choosing what to get was tough. I went with my tried and true white pizza. The crust was tasty, but the rest of the slice felt a bit dry. A little garlic butter or marinara would have made it perfect. The ambiance was loud and bustling, which just added to the vibes. Overall, it is a charming, vintage-looking spot to grab a slice."
    }
  ],
  "hasWebsite": true,
}

⚙️ How It Works

1️⃣ Enter keyword + location
2️⃣ Or paste direct business URLs
3️⃣ (Optional) Add cookies for better performance
4️⃣ Run the actor
5️⃣ Export ready-to-use leads

Simple. Fast. Efficient.

---

🎯 Targeted Solutions

• Reputation Management Agencies: Scrape full review bodies, user ratings, and review timestamps to build automated sentiment dashboards.
• Lead Generation Companies: Identify businesses that are "Unclaimed" (isClaimed: false) or lack a website to pitch your marketing services.
• Local SEO & Digital Marketing: Extract specialties and history descriptions to analyze how local competitors position themselves and identify keyword gaps.
• Market Research: Aggregate pricing levels, operation hours, and business categories across any region to identify market trends.

✨ Key Features

• ✅ Deep Business Profiles: Extract name, website, phone, and verified status.
• ✅ Rich Content: Get business specialties, history, and owner names.
• ✅ Review Scraping: Capture recent reviews with user locations, ratings, and reaction counts.
• ✅ Operational Data: Full opening hours, parking info, and amenity lists.
• ✅ High-Res Media: Access URLs for business photos and total photo counts.
• ✅ Agency Support: Dedicated maintenance to fix bugs and adapt to Yelp's UI changes quickly.

---

How To Add Cookies