YellowPages Data Scraper – Extract Rich Business Data Effortlessly 🚀

Unlock detailed business information from YellowPages （https://www.yellowpages.com） with our powerful Apify actor. Designed for maximum flexibility and efficiency, this actor lets you gather comprehensive data using keyword-based searches or filtered links with just a few simple parameters.

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Overview

This actor efficiently extracts comprehensive business details from the US YellowPages directory. Whether you're researching local industries, performing competitive analysis, or fueling your lead generation, this tool delivers valuable data with customizable options to meet your specific needs.

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Key Features

• Rich Data Extraction: Collect detailed fields such as business name, contact details, address, reviews, ratings, and more.
• Flexible Sorting Options: Choose from four different sorting methods to prioritize search results according to your needs.
• Customizable Pagination: Define the maximum number of pages to scrape for each parameter, ensuring efficient and controlled data collection.
• Dual Scraping Methods:
  • Keyword + Location: Input search keywords (e.g., dentists) and location (e.g., New York, NY) to retrieve tailored results.
  • Filtered Links: Use direct links obtained from webpage filters to harvest specific data sets.

Input Parameters

• Search Keyword: e.g., dentists
• Location: e.g., New York, NY
• Sorting Method: Four available options to order your search results.
• Max Pages per Parameter: Customize the maximum number of pages to crawl for each parameter.
• Filtered Links: Direct URLs obtained from in-page filtering for targeted scraping.

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Sample Data Output

1{
2    "is_ad": false,
3    "title": "Manhattan Dental Spa",
4    "is_claimed": "Claimed",
5    "categories": [
6        "Cosmetic Dentistry",
7        "Dental Clinics",
8        "Dental Hygienists"
9    ],
10    "star_rating": "5",
11    "rating_count": "58",
12    "opening_hours": "CLOSED NOW Today: 8:00 am - 4:00 pm Tomorrow: 9:30 am - 6:30 pm",
13    "phone": "(212) 683-2530",
14    "website": "http://www.manhattandentalspa.com",
15    "address": "200 Madison Ave Ste 2201New York, NY 10016",
16    "email": "",
17    "regular_hours": {
18        "Mon:": "9:00 am - 6:30 am",
19        "Tue:": "8:30 am - 6:30 pm",
20        "Wed:": "8:00 am - 6:30 pm",
21        "Thu:": "8:30 am - 6:30 pm",
22        "Fri:": "8:00 am - 4:00 pm",
23        "Sat:": "9:30 am - 6:30 pm",
24        "Sun": "Closed"
25    },
26    "more_info": {
27        "General Info": "Manhattan Dental Spa (MDS) was awarded as the Elite Providers by Align Technology, the creators of Invisalign, for being the top 1% of InvisalignÊNewYork City providers for the past nine years. The dentists at MDS are all ADA accredited. The cosmetic and restorative dental services offered here include Invisalign, Zoom teeth whitening and KšR whitening. Dental services also includes, Nyc lumineers,  veneers, Juvederm, Botox, deep cleaning,  dental implants, sedation dentistry, sleep apnea,  dentures and bridges. MDS serves the neighborhoods of Midtown Manhattan and Murray Hill.  Payment can be through debit/credit cards, cash, check, in-office and third party financing by CareCredit, and PPO insurances. The spa can assist clients in English, French, Italian, Russian, Japanese, and Spanish.",
28        "Brands": "invisalign, zoom",
29        "Payment method": "discover, debit, visa, amex, cash, mastercard",
30        "Neighborhoods": "Midtown Manhattan, Murray Hill, Garment District",
31        "Languages": "English, French, Italian, Japanese, Russian, Spanish",
32        "Other Link": "http://www.manhattandentalspa.com",
33        "Categories": "Cosmetic Dentistry, Dental Clinics, Dental Hygienists, Dentists, Endodontists, Implant Dentistry, Orthodontists, Periodontists, Physicians & Surgeons, Oral Surgery, Prosthodontists & Denture Centers, Teeth Whitening Products & Services"
34    },
35    "reviews": [
36        {
37            "author": "tjanet826",
38            "date": "Edited: 02/08/2017",
39            "text": "Everyone made me feel incredibly comfortable especially because I was very nervous.  I could not have asked for a better experience.",
40            "rating": "five",
41            "helpful_count": "0"
42        },
43        {
44            "author": "janestuckley",
45            "date": "Edited: 02/07/2017",
46            "text": "Everyone was very kind and efficient, especially the technician Yokanna. Great experience and very glad I found Manhattan Dental Spa.",
47            "rating": "five",
48            "helpful_count": "0"
49        },
50        {
51            "author": "panpenny63",
52            "date": "Edited: 02/04/2017",
53            "text": "Knowledgeable team.  The results were great and the process was anything but pulling teeth.",
54            "rating": "five",
55            "helpful_count": "0"
56        },
57        {
58            "author": "nmilton184",
59            "date": "10/23/2013",
60            "text": "Appointments start/finish on time; thorough but gentle teeth cleaning (Natascha is EXCELLENT) and a good look at your mouth by Dr. Charnas that is MUCH better than the perfunctory scan many other dentists (barely) give you; they keep an eye on changes from prior visits, for things like any teeth movement or gum erosion. Highly recommend.",
61            "rating": "five",
62            "helpful_count": "0"
63        },
64        {
65            "author": "cecill227",
66            "date": "10/11/2013",
67            "text": "Have been to several dentists in the past and never found one I felt confident about! A good dentist is hard to find. But not impossible, I finally can say! This is a great office, with wonderful staff who do quality work!",
68            "rating": "five",
69            "helpful_count": "0"
70        },
71        {
72            "author": "yshirley95",
73            "date": "10/04/2013",
74            "text": "Was happy to be seen same day. Was referred to specialist who saw me next day. Problem resolved within 2 days. I'm happy.",
75            "rating": "five",
76            "helpful_count": "0"
77        },
78        {
79            "author": "H.",
80            "date": "09/20/2013",
81            "text": "I had a very nice, professional, and gentle (very important to me) dental hygienist (I wish I knew her name, but I was so nervous I did not retain it.) The dentist was quick, but efficient and seemed to know his stuff....",
82            "rating": "five",
83            "helpful_count": "0"
84        },
85        {
86            "author": "donnaa935",
87            "date": "08/27/2013",
88            "text": "Everyone's very nice, they do a thorough job, keep you comfortable, don't try to sell you work you don't need, the office itself is clean, modern and pleasant with city views. My only problem is the wait times. If you go in for a cleaning/checkup, best to allot a solid hour and a half. You'll wait to be seen, wait as the hygienist checks on another patient, wait some more for the dentist to drop in and examine you after the cleaning.",
89            "rating": "five",
90            "helpful_count": "0"
91        },
92        {
93            "author": "alicee536",
94            "date": "08/21/2013",
95            "text": "Saw me promptly for my appointment. The Hygienist was gentle and listened to all my concerns. The whole staff was super friendly and knowledgeable.",
96            "rating": "five",
97            "helpful_count": "0"
98        },
99        {
100            "author": "eandre880",
101            "date": "08/08/2013",
102            "text": "Your service is always excellent. I have recommended my dentist/Manhattan Dental Spa on at least a half dozen occasions.",
103            "rating": "five",
104            "helpful_count": "0"
105        }
106    ],
107    "source_url": "https://www.yellowpages.com/new-york-ny/mip/manhattan-dental-spa-22612348"
108}

Example Use Cases

• Local Business Research: Quickly compile detailed business directories for local marketing campaigns.
• Lead Generation: Extract contact and review data to fuel your sales outreach.
• Competitive Analysis: Gather and analyze competitor information to enhance your strategic decisions.
• Data Enrichment: Supplement your existing databases with comprehensive business profiles.

💬 Support and Feedback

Need help or have suggestions? Reach out to us via Apify support channels or leave feedback directly on the Actor’s page.

Tags

YellowPages, YellowPagesScraper, DataExtraction, BusinessData, WebScraping, LeadGeneration, LocalBusiness, CompetitiveAnalysis, SEO, Apify, YellowPage