Yellowpages - businesses listings scraper
Overview
The Yellowpages business listings scraper is a prebuilt sitemap designed to extract structured business listing data from yellowpages.com category and search result pages. It starts from category or search URLs, automatically navigates pagination, discovers business listings, and extracts detailed business information from each listing page. The sitemap is based on start URLs targeting specific category and search result listing pages.
This scraper extracts business data, including business URL, business name, category, address, latitude, longitude, phone number, email, website URL, rating, review count, opening hours, description, business ID, and pagination reference. The extracted data can be exported in structured formats such as CSV, Excel, or JSON, allowing it to be analysed, stored, or integrated into existing systems and workflows.
Yellowpages business listings scraping is commonly used for B2B lead generation, lead database development and enrichment, and customer sentiment analytics. This allows businesses to collect structured company contact data, enrich lead databases, and analyse ratings and reviews at scale.
This sitemap is preconfigured and ready to use with Web Scraper Cloud. You only need to provide Yellowpages category or search result URLs, and the scraper will automatically navigate listing pages and extract the defined business attributes.
Scrape yellowpages.com company listing data. As start URLs provide:
- category links
- search links
Limits
yellowpages.com limits pagination to a maximum of 100 pages. To avoid exceeding this limitation, we recommend refining search queries with additional parameters to narrow the results.
Sitemap use cases
- B2B Lead Generation
- Lead Database Development and Enrichment
- Customer Sentiment Analytics
Input
Yellowpages.com product search result pages, for example:
Output (15 data points)
Sample data
| web_scraper_start_url | business_url | business_name | category | address | latitude | longitude | phone_number | website_url | rating | review_count | opening_hours | description | business_id | next_page | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| https://www.yellowpages.com/tucson-az/italian-restaurants | https://www.yellowpages.com/tucson-az/mip/bianchis-italian-3091338 | Bianchi's Italian | Pizza Caterers Italian Restaurants | 1110 N Silverbell RdTucson, AZ 85745 | 32.23621 | -111.004196 | 5208828500 | vincent@bianchisitalian.com | http://bianchisitalian.com | 3.5 | 3 | Mon - Thu:11:00 am - 11:00 pm Fri - Sat:11:00 am - 12:00 am Sun:11:00 am - 11:00 pm | As we have been family owned and operated since 1977, we are quite certain that you will find our down-home Italian food the best that Tucson has to offer. | 3091338 | https://www.yellowpages.com/tucson-az/italian-restaurants?page=2 |
| https://www.yellowpages.com/tucson-az/italian-restaurants | https://www.yellowpages.com/tucson-az/mip/sauce-pizza-wine-11676104 | Sauce Pizza & Wine | Pizza Family Style Restaurants Italian Restaurants | 2990 N Campbell Ave Ste 110Tucson, AZ 85719 | 32.261105 | -110.94366 | 5207950344 | SaucePizzaAndWine@gmail.com | http://www.saucepizzaandwine.com | 5 | 1 | Mon - Thu:11:00 am - 9:00 pm Fri - Sat:11:00 am - 10:00 pm Sun:11:00 am - 9:00 pm | We believe in one simple thing; delicious food at a reasonable price. Providing a high-quality product that is made fresh daily and affordable for people of all ages is important to us. We don't think being a fast casual brand means you have to lower your standards for quality and fresh ingredients. Whether it's one of our salads made with farm-fresh ingredients, a panini served on bread from a local bakery, our pasta, or one of our signature gourmet pizzas, the utmost care is put into crafting the perfect made-from-scratch meal that anyone in the neighborhood can enjoy. Also, we've carefully selected a variety of red and white wines along with several local beers to complement our menu items.Join us in Tucson for lunch or dinner. | 11676104 | https://www.yellowpages.com/tucson-az/italian-restaurants?page=2 |
| https://www.yellowpages.com/tucson-az/italian-restaurants | https://www.yellowpages.com/tucson-az/mip/abandale-florist-452672906 | Abandale Florist | Flowers, Plants & Trees-Silk, Dried, Etc.-Retail American Restaurants Florists | 3210 E Ajo WayTucson, AZ 85713 | 32.177757 | -110.92416 | 5205739300 | kha_zou@hotmail.com | http://www.abandaleflorist.net/?Yext=02-0031AA | 2.5 | 9 | Mon - Fri:9:00 am - 5:00 pm Sat:9:00 am - 2:00 pm SunClosed | Abandale Florist offers stunning flower arrangements with same day delivery in Tucson. Whether you're celebrating a special occasion or just want to brighten someone's day, we have the perfect bouquet for you. Order today for fast and fresh service! | 452672906 | https://www.yellowpages.com/tucson-az/italian-restaurants?page=2 |
| https://www.yellowpages.com/tucson-az/italian-restaurants | https://www.yellowpages.com/tucson-az/mip/caffe-torino-457985142 | Caffe Torino | Coffee & Espresso Restaurants American Restaurants Coffee Shops | 10325 N La Canada DrTucson, AZ 85737 | 32.39348 | -110.995964 | 5202973777 | caffetorinotucson@gmail.com | http://caffetorinoaz.localsearch.com | 4 | 2 | MonClosed Tue - Fri:8:00 am - 2:00 pm Sat - Sun:8:00 am - 12:00 am | Family run Italian restaurant that opened in the year 2000 and expanded over the years. Traditional Italian dishes made from scratch and daily specials available. Dog friendly patio with heaters and coolers for your comfort.Family run Italian restaurant that opened in the year 2000 and expanded over the years. Traditional Italian dishes made from scratch and daily specials available. Dog friendly patio with heaters and coolers for your comfort. | 457985142 | https://www.yellowpages.com/tucson-az/italian-restaurants?page=2 |
| https://www.yellowpages.com/tucson-az/italian-restaurants | https://www.yellowpages.com/tucson-az/mip/bazils-460764236 | Bazil's | Italian Restaurants American Restaurants Pizza | 4777 E Sunrise Dr Bel Air Plaza Shopping CenterTucson, AZ 85718 | 32.3086 | -110.8903 | 5205773322 | spgetty@cox.net | http://www.bazilstucson.com | 3.5 | 2 | MonClosed Tue - Sun:4:00 am - 9:00 pm | Since 1979, Bazil’s has been providing southern Arizona with a bit of old Chicago charm and hospitality. This family-owned and operated restaurant is a Tucson tradition, proudly recognized by the community as one of Tucson’s best dining experiences. Bazil’s fine dining has a wide selection of Italian and Continental Cuisine, excellent wines and Tucson’s best Martini. All entrees include our famous antipasto salad and homemade soup. Bazil’s To Go proudly offers the best Chicago-style pizza, salads, pasta, sandwiches and more for pickup and delivery in the Foothills area. If you desire a casual evening at home or a special evening out, Bazil’s and Bazil’s To Go have the fabulous food you crave.Since 1979, Bazil’s has been providing southern Arizona with a bit of old Chicago charm and hospitality. This family-owned and operated restaurant is a Tucson tradition, proudly recognized by the community as one of Tucson’s best dining experiences. Bazil’s fine dining has a wide selection of Italian and Continental Cuisine, excellent wines and Tucson’s best Martini. All entrees include our famous antipasto salad and homemade soup. Bazil’s To Go proudly offers the best Chicago-style pizza, salads, pasta, sandwiches and more for pickup and delivery in the Foothills area. If you desire a casual evening at home or a special evening out, Bazil’s and Bazil’s To Go have the fabulous food you crave. | 460764236 |
{
"web_scraper_start_url": "https://www.yellowpages.com/tucson-az/italian-restaurants",
"business_url": "https://www.yellowpages.com/tucson-az/mip/bianchis-italian-3091338",
"business_name": "Bianchi's Italian",
"category": [
"Pizza",
"Caterers",
"Italian Restaurants"
],
"address": "1110 N Silverbell RdTucson, AZ 85745",
"latitude": 32.23621,
"longitude": -111.004196,
"phone_number": 5208828500,
"email": "vincent@bianchisitalian.com",
"website_url": "http://bianchisitalian.com",
"rating": 3.5,
"review_count": 3,
"opening_hours": [
"Mon - Thu:11:00 am - 11:00 pm",
"Fri - Sat:11:00 am - 12:00 am",
"Sun:11:00 am - 11:00 pm"
],
"description": "As we have been family owned and operated since 1977, we are quite certain that you will find our down-home Italian food the best that Tucson has to offer.",
"business_id": 3091338,
"next_page": "https://www.yellowpages.com/tucson-az/italian-restaurants?page=2"
}
{
"web_scraper_start_url": "https://www.yellowpages.com/tucson-az/italian-restaurants",
"business_url": "https://www.yellowpages.com/tucson-az/mip/sauce-pizza-wine-11676104",
"business_name": "Sauce Pizza & Wine",
"category": [
"Pizza",
"Family Style Restaurants",
"Italian Restaurants"
],
"address": "2990 N Campbell Ave Ste 110Tucson, AZ 85719",
"latitude": 32.261105,
"longitude": -110.94366,
"phone_number": 5207950344,
"email": "SaucePizzaAndWine@gmail.com",
"website_url": "http://www.saucepizzaandwine.com",
"rating": 5,
"review_count": 1,
"opening_hours": [
"Mon - Thu:11:00 am - 9:00 pm",
"Fri - Sat:11:00 am - 10:00 pm",
"Sun:11:00 am - 9:00 pm"
],
"description": "We believe in one simple thing; delicious food at a reasonable price. Providing a high-quality product that is made fresh daily and affordable for people of all ages is important to us. We don't think being a fast casual brand means you have to lower your standards for quality and fresh ingredients. Whether it's one of our salads made with farm-fresh ingredients, a panini served on bread from a local bakery, our pasta, or one of our signature gourmet pizzas, the utmost care is put into crafting the perfect made-from-scratch meal that anyone in the neighborhood can enjoy. Also, we've carefully selected a variety of red and white wines along with several local beers to complement our menu items.Join us in Tucson for lunch or dinner.",
"business_id": 11676104,
"next_page": "https://www.yellowpages.com/tucson-az/italian-restaurants?page=2"
}
{
"web_scraper_start_url": "https://www.yellowpages.com/tucson-az/italian-restaurants",
"business_url": "https://www.yellowpages.com/tucson-az/mip/abandale-florist-452672906",
"business_name": "Abandale Florist",
"category": [
"Flowers, Plants & Trees-Silk, Dried, Etc.-Retail",
"American Restaurants",
"Florists"
],
"address": "3210 E Ajo WayTucson, AZ 85713",
"latitude": 32.177757,
"longitude": -110.92416,
"phone_number": 5205739300,
"email": "kha_zou@hotmail.com",
"website_url": "http://www.abandaleflorist.net/?Yext=02-0031AA",
"rating": 2.5,
"review_count": 9,
"opening_hours": [
"Mon - Fri:9:00 am - 5:00 pm",
"Sat:9:00 am - 2:00 pm",
"SunClosed"
],
"description": "Abandale Florist offers stunning flower arrangements with same day delivery in Tucson. Whether you're celebrating a special occasion or just want to brighten someone's day, we have the perfect bouquet for you. Order today for fast and fresh service!",
"business_id": 452672906,
"next_page": "https://www.yellowpages.com/tucson-az/italian-restaurants?page=2"
}
{
"web_scraper_start_url": "https://www.yellowpages.com/tucson-az/italian-restaurants",
"business_url": "https://www.yellowpages.com/tucson-az/mip/caffe-torino-457985142",
"business_name": "Caffe Torino",
"category": [
"Coffee & Espresso Restaurants",
"American Restaurants",
"Coffee Shops"
],
"address": "10325 N La Canada DrTucson, AZ 85737",
"latitude": 32.39348,
"longitude": -110.995964,
"phone_number": 5202973777,
"email": "caffetorinotucson@gmail.com",
"website_url": "http://caffetorinoaz.localsearch.com",
"rating": 4,
"review_count": 2,
"opening_hours": [
"MonClosed",
"Tue - Fri:8:00 am - 2:00 pm",
"Sat - Sun:8:00 am - 12:00 am"
],
"description": "Family run Italian restaurant that opened in the year 2000 and expanded over the years. Traditional Italian dishes made from scratch and daily specials available. Dog friendly patio with heaters and coolers for your comfort.Family run Italian restaurant that opened in the year 2000 and expanded over the years. Traditional Italian dishes made from scratch and daily specials available. Dog friendly patio with heaters and coolers for your comfort.",
"business_id": 457985142,
"next_page": "https://www.yellowpages.com/tucson-az/italian-restaurants?page=2"
}
{
"web_scraper_start_url": "https://www.yellowpages.com/tucson-az/italian-restaurants",
"business_url": "https://www.yellowpages.com/tucson-az/mip/bazils-460764236",
"business_name": "Bazil's",
"category": [
"Italian Restaurants",
"American Restaurants",
"Pizza"
],
"address": "4777 E Sunrise Dr Bel Air Plaza Shopping CenterTucson, AZ 85718",
"latitude": 32.3086,
"longitude": -110.8903,
"phone_number": 5205773322,
"email": "spgetty@cox.net",
"website_url": "http://www.bazilstucson.com",
"rating": 3.5,
"review_count": 2,
"opening_hours": [
"MonClosed",
"Tue - Sun:4:00 am - 9:00 pm"
],
"description": "Since 1979, Bazil\u2019s has been providing southern Arizona with a bit of old Chicago charm and hospitality. This family-owned and operated restaurant is a Tucson tradition, proudly recognized by the community as one of Tucson\u2019s best dining experiences. Bazil\u2019s fine dining has a wide selection of Italian and Continental Cuisine, excellent wines and Tucson\u2019s best Martini. All entrees include our famous antipasto salad and homemade soup. Bazil\u2019s To Go proudly offers the best Chicago-style pizza, salads, pasta, sandwiches and more for pickup and delivery in the Foothills area. If you desire a casual evening at home or a special evening out, Bazil\u2019s and Bazil\u2019s To Go have the fabulous food you crave.Since 1979, Bazil\u2019s has been providing southern Arizona with a bit of old Chicago charm and hospitality. This family-owned and operated restaurant is a Tucson tradition, proudly recognized by the community as one of Tucson\u2019s best dining experiences. Bazil\u2019s fine dining has a wide selection of Italian and Continental Cuisine, excellent wines and Tucson\u2019s best Martini. All entrees include our famous antipasto salad and homemade soup. Bazil\u2019s To Go proudly offers the best Chicago-style pizza, salads, pasta, sandwiches and more for pickup and delivery in the Foothills area. If you desire a casual evening at home or a special evening out, Bazil\u2019s and Bazil\u2019s To Go have the fabulous food you crave.",
"business_id": 460764236,
"next_page": ""
}
Data Export
Download Yellowpages.com data from Web Scraper Cloud in multiple formats:
Integrate with third-party services and automate data export using:
Automate scraping
Setup scraping schedules to run the Yellowpages.com scraper automatically at regular intervals and keep your data up-to-date.
Run scrapers via API.
Scraping Yellowpages.com
Yellowpages.com is using Cloudflare bot management service. Cloudflare will block popular open source frameworks like Scrapy, Puppeteer, Playwright, Selenium, etc. Bot management services use methods, such as browser fingerprinting to detect automated access or bots that mask their identity to access the data in an unsupported manner. To successfully scrape data from Yellowpages.com, JavaScript rendering is required.
Is web scraping legal?
Web scraping is generally legal when collecting public data. Although lawful, site owners often dislike automated collection and may deploy bot management tools to block access. Using this data to add value is acceptable, whereas copying a site to clone it violates copyrights. However, scraping data behind a login can be 100% illegal if the site's Terms and Conditions prohibit web scraping or automated access.
Pricing
| Recommended |
EnterpriseCustom |
||
|---|---|---|---|
| Automate in cloud | Automate in cloud | Automate in cloud | Automate in cloud |
| Estimated cost for Yellowpages - businesses listings scraper | |||
| $10/1K URLs | $5/1K URLs |
Datacenter
From $0.05/1K URLs
|
Datacenter
From $0.05/1K URLs
|
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data from a specific site (URL). All of the prebuilt sitemaps can be used freely in any of the payment plans,
however the credits spent for a site can vary based on the sitemap you are using.
See all plan features