BUILT FOR SCRAPING
Google SERP API- Get Structured Search Results in Seconds
Effortlessly extract data from Google search results in real time using our Google SERP API, providing organic results, ads, snippets, and more without managing proxies, browsers, or blocks.
GET / search.json
/* --- Organic Results --- */
"organic_results": [
{
"title": "Scrapingdog: Best Web Scraping API",
"link": "https://www.scrapingdog.com/",
"displayed_link": "https://www.scrapingdog.com",
"favicon": "data:image/png;base64,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",
"source": "Scrapingdog",
"snippet": "Scrapingdog is your all-in-one Web Scraping API, effortlessly managing proxies and headless browsers, allowing you to extract the data you need with ease.",
"highlighted_keywords": [
"Scrapingdog"
],
"extended_sitelinks": [
{
"title": "LinkedIn Profile Scraper API",
"link": "https://www.scrapingdog.com/linkedin-scraper-api/",
"snippet": "Real-time data for name, location, followers, company size ..."
},
{
"title": "Google SERP API",
"link": "https://www.scrapingdog.com/google-search-api/",
"snippet": "Our Google Scraping API is designed to be easy to use and ..."
},
{
"title": "Blog",
"link": "https://www.scrapingdog.com/blog/",
"snippet": "Scrapingdog Blog. Designed with you in mind, our web scraping ..."
},
{
"title": "Documentation",
"link": "https://docs.scrapingdog.com/",
"snippet": "Documentation. You can start scraping any website in literally ..."
},
{
"title": "About",
"link": "https://www.scrapingdog.com/about/",
"snippet": "Inspired by this success, I came up with the idea for Scrapingdog ..."
}
],
"rank": 1
},
{
"title": "Scrapingdog",
"link": "https://in.linkedin.com/company/scrapingdog",
"displayed_link": "1.2K+ followers",
"favicon": "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABAAAAAQCAYAAAAf8/9hAAAAm0lEQVR4AWP4//8/RRhMyLfs3sNQvOk/KRikB24ATNB2yhEQJtoQuAEwzVAAYtPVAMJe4Cjf8l+0bsd/RkIGQAGc/ej9t/+TDt/7/+vPXzD/6Yfv/+2nHSXWAAT49P33/z9//4HZl559JM2Aqm3XwXyXGcfA/H///pFmgFj9DjCfp3IrTIgkA5ADbbAbQA6mKDPp9x7YBTOAIgwAVba5DGceMlQAAAAASUVORK5CYII=",
"source": "LinkedIn · Scrapingdog",
"snippet": "Scrapingdog handles millions of proxies, browsers and CAPTCHAs to provide you with HTML of any web page in a single API call.",
"highlighted_keywords": [
"Scrapingdog"
],
"rank": 2
},
{
"title": "Scrapingdog – Web Scraper for Google Sheets",
"link": "https://workspace.google.com/marketplace/app/scrapingdog_%E2%80%93_web_scraper_for_google_she/28788214325",
"displayed_link": "https://workspace.google.com › marketplace › app › scra...",
"favicon": "data:image/png;base64,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",
"source": "Google Workspace",
"snippet": "Scrapingdog – Web Scraper for Google Sheets™ helps you extract structured data from leading platforms directly into your spreadsheets.",
"highlighted_keywords": [
"extract structured data from leading platforms"
],
"rank": 3
},
{
"title": "Scrapingdog review, overview and benchmarks",
"link": "https://scrapeway.com/web-scraping-api/scrapingdog",
"displayed_link": "https://scrapeway.com › web-scraping-api › scrapingdog",
"favicon": "data:image/png;base64,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",
"source": "Scrapeway",
"snippet": "Scrapingdog offers core web scraping API features like headless browser scraping, anti-bot bypass and proxy support though uniquely it provides ...",
"highlighted_keywords": [
"Scrapingdog"
],
"rank": 4
},
{
"title": "Scrapingdog",
"link": "https://www.youtube.com/@scrapingdog9955",
"displayed_link": "240+ followers",
"favicon": "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAAABAAAAAQCAYAAAAf8/9hAAAAcElEQVR4AWP4//8/RZh6BgCZAkDsAMUNWDFCXgDFACCV8J/B+D8pGKwHRAKRAUyQDEMMQAYEUGBAAsiABpwKHjz4/9/BAZ8BDXgNgIMNGyg04MABkg1AeCEgAK8XKA5EiqORooSELykXEJuUBz43AgAIA1ZhBoG9vwAAAABJRU5ErkJggg==",
"source": "YouTube · Scrapingdog",
"snippet": "Scrapingdog is a web scraping API, with dedicated APIs for Google Search, LinkedIn, Amazon & many more. If you are looking to extract public data at scale, ...",
"highlighted_keywords": [
"Scrapingdog is a web scraping API"
],
"rank": 5
}
],
/* --- Ads --- */
"ads": [
{
"position": 1,
"block_position": "top",
"title": "Hotels In Barcelona, Spain",
"snippet": "Best Price Guarantee — Book your Hotel in Barcelona, Spain. Quick, Easy Booking. No Reservation Costs. Choose from a wide range of properties which Booking.com offers. Search now! No Booking Fees.",
"displayed_link": "http://www.booking.com",
"link": "https://www.booking.com/city/es/barcelona.html",
"tracking_link": "https://www.google.com/aclk?sa=L&ai=DChsSEwj2y-L9iuWPAxWeR0cBHYRFDHIYACICCAEQABoCcXU&co=1&ase=2&gclid=EAIaIQobChMI9svi_YrljwMVnkdHAR2ERQxyEAAYASAAEgKKpvD_BwE&cce=2&category=acrcp_v1_32&sig=AOD64_280USKOzjVQQL_1ekV-7cFxxV_qQ&q&nis=4&adurl",
"sitelinks": [
{
"title": "Best Hotels In Barcelona",
"link": "/aclk?sa=L&ai=DChsSEwj2y-L9iuWPAxWeR0cBHYRFDHIYACICCAEQHRoCcXU&co=1&ase=2&gclid=EAIaIQobChMI9svi_YrljwMVnkdHAR2ERQxyEAAYASAYEgLm7_D_BwE&cce=2&category=acrcp_v1_32&sig=AOD64_2Xabb0EBRh2nAWBSOuksBZInpozQ&adurl=&q="
},
{
"title": "Book Near City Centre",
"link": "/aclk?sa=L&ai=DChsSEwj2y-L9iuWPAxWeR0cBHYRFDHIYACICCAEQHhoCcXU&co=1&ase=2&gclid=EAIaIQobChMI9svi_YrljwMVnkdHAR2ERQxyEAAYASAZEgIXTvD_BwE&cce=2&category=acrcp_v1_32&sig=AOD64_2ldJ7Gih-hKLIgl5OI3poRqoaYeA&adurl=&q="
},
{
"title": "Top Reviewed Hotels",
"link": "https://www.booking.com/go.html?slc=r1;aid=336408;label="
},
{
"title": "Book for Tonight",
"link": "https://www.booking.com/go.html?slc=b1;aid=336408;label="
}
]
},
{
"position": 2,
"block_position": "top",
"title": "Hotels in Barcelona, Spain | Stays from $154",
"snippet": "Compare Hotel Rooms in Barcelona, Spain. View Deals and Reserve Now on Expedia. Get the Most Out of Your Trip with Package Deals. Explore Fun Things...",
"displayed_link": "https://www.expedia.com/hotels/barcelona",
"link": "https://www.expedia.com/Hotel-Search?regionId=513&locale=en_US&siteid=1",
"tracking_link": "https://www.google.com/aclk?sa=L&ai=DChsSEwj2y-L9iuWPAxWeR0cBHYRFDHIYACICCAEQAhoCcXU&co=1&ase=2&gclid=EAIaIQobChMI9svi_YrljwMVnkdHAR2ERQxyEAAYAiAAEgL0C_D_BwE&cce=2&category=acrcp_v1_32&sig=AOD64_2I-IZdzqK7j7Uldv2onoYylW5X7A&q&nis=4&adurl"
},
{
"position": 3,
"block_position": "top",
"title": "Hotels in Barcelona, Spain | Fully Refundable Options",
"snippet": "Book Hotel Rooms in Barcelona, Spain. Browse Reviews & Photos. Compare Great Options. Choose Hotels With Free Cancellation So If Your Plans Change, We Can...",
"displayed_link": "https://www.hotels.com › hotels › barcelona",
"link": "https://www.hotels.com/Hotel-Search",
"tracking_link": "https://www.google.com/aclk?sa=L&ai=DChsSEwj2y-L9iuWPAxWeR0cBHYRFDHIYACICCAEQAxoCcXU&co=1&ase=2&gclid=EAIaIQobChMI9svi_YrljwMVnkdHAR2ERQxyEAAYAyAAEgJk9_D_BwE&cce=2&category=acrcp_v1_32&sig=AOD64_0hw1_rrtqXAAfuAajm0POYoHfdEA&q&nis=4&adurl"
},
{
"position": 4,
"block_position": "top",
"title": "The 10 Best Hotels (2025) | Unbelievably Low Prices | Barcelona",
"snippet": "Compare Prices & Save Money with Tripadvisor® (World's Largest Travel Website).",
"displayed_link": "https://www.tripadvisor.com",
"link": "https://www.tripadvisor.com/SmartDeals-g187497-Barcelona_Catalonia-Hotel-Deals.html",
"tracking_link": "https://www.google.com/aclk?sa=L&ai=DChsSEwj2y-L9iuWPAxWeR0cBHYRFDHIYACICCAEQARoCcXU&co=1&ase=2&gclid=EAIaIQobChMI9svi_YrljwMVnkdHAR2ERQxyEAAYBCAAEgJPnPD_BwE&cce=2&category=acrcp_v1_32&sig=AOD64_3z9s4N_H5Z2C72g9RomGaarcGntg&q&nis=4&adurl"
},
{
"position": 1,
"block_position": "bottom",
"title": "Hotels in Barcelona, Spain | Fully Refundable Options | Book Now",
"snippet": "Compare Hotel Rooms in Barcelona, Spain. View Deals and Reserve Now on Expedia. Get the Most Out of Your Trip with Package Deals.",
"displayed_link": "https://www.expedia.com/hotels/barcelona",
"link": "https://www.expedia.com/Hotel-Search?regionId=513&locale=en_US&siteid=1",
"tracking_link": "https://www.google.com/aclk?sa=L&ai=DChsSEwj2y-L9iuWPAxWeR0cBHYRFDHIYACICCAIQABoCcXU&co=1&ase=2&gclid=EAIaIQobChMI9svi_YrljwMVnkdHAR2ERQxyEAMYASAAEgJE6PD_BwE&cce=2&category=acrcp_v1_32&sig=AOD64_3wo1f4cMcMBDnj5GnbUZxiPALEXw&q&nis=4&adurl",
"sitelinks": [
{
"title": "Rating",
"link": "https://www.google.com/shopping/ratings/account/metrics?q=expedia.com&c=US&v=19"
},
{
"title": "See It on the Map",
"link": "/aclk?sa=L&ai=DChsSEwj2y-L9iuWPAxWeR0cBHYRFDHIYACICCAIQIRoCcXU&co=1&ase=2&gclid=EAIaIQobChMI9svi_YrljwMVnkdHAR2ERQxyEAMYASAYEgLr-_D_BwE&cce=2&category=acrcp_v1_32&sig=AOD64_2_JjcEzYNIAVEp-0gmxQVjflC28w&adurl=&q="
},
{
"title": "Luxury Hotels",
"link": "https://www.expedia.com/0-0-d%7B_regionid%7D-tLuxuryHotel.Travel-Guide-Filter-Hotels?locale=en_US&siteid=1&sl=luh"
},
{
"title": "Find Flight + Hotel Deals",
"link": "https://www.expedia.com/%7B_destprefix%7D%7B_regionid%7D%7B_pagetypepackage%7D?locale=en_US&siteid=1&sl=pac"
},
{
"title": "Recommended Hotels",
"link": "https://www.expedia.com/Hotel-Search?regionId=%7B_regionid%7D&locale=en_US&siteid=1&sort=recommend&sl=rhs"
}
],
"extensions": ""
},
{
"position": 2,
"block_position": "bottom",
"title": "Hotels In Barcelona | Barcelona, Spain from $38",
"snippet": "Incredible Deals at Priceline for Hotels in Barcelona. Save Big with Exclusive Rates! Earn VIP Deals Instantly and Get Mobile App Coupons When You Book! No Hidden Fees. Up to 60% Off Hotels. 20+ Yrs. Of Trusted Deals.",
"displayed_link": "https://www.priceline.com",
"link": "https://www.priceline.com/",
"tracking_link": "https://www.google.com/aclk?sa=L&ai=DChsSEwj2y-L9iuWPAxWeR0cBHYRFDHIYACICCAIQARoCcXU&co=1&ase=2&gclid=EAIaIQobChMI9svi_YrljwMVnkdHAR2ERQxyEAMYAiAAEgIQqvD_BwE&cce=2&category=acrcp_v1_32&sig=AOD64_2ZQ02Z22cdWcaeKddroa6M6eK8Uw&q&nis=4&adurl",
"sitelinks": [
{
"title": "Rating",
"link": "https://www.google.com/shopping/ratings/account/metrics?q=priceline.com&c=US&v=19"
},
{
"title": "Cheap Hotels Up to 60% off",
"link": "/aclk?sa=L&ai=DChsSEwj2y-L9iuWPAxWeR0cBHYRFDHIYACICCAIQBxoCcXU&co=1&ase=2&gclid=EAIaIQobChMI9svi_YrljwMVnkdHAR2ERQxyEAMYAiACEgIPq_D_BwE&cce=2&category=acrcp_v1_32&sig=AOD64_2mgiCU0Yl44j-Nad5Qwi2WRv0OQA&adurl=&q="
},
{
"title": "Book a Room From $38",
"link": "/aclk?sa=L&ai=DChsSEwj2y-L9iuWPAxWeR0cBHYRFDHIYACICCAIQCRoCcXU&co=1&ase=2&gclid=EAIaIQobChMI9svi_YrljwMVnkdHAR2ERQxyEAMYAiADEgISZfD_BwE&cce=2&category=acrcp_v1_32&sig=AOD64_0BFd-ftP8C5s9wyf_epNTiTLEBVg&adurl=&q="
},
{
"title": "Up To 60% Express Deals",
"link": "https://www.priceline.com/r/?product=HSL&theme=SL&SLID=10004&semprod=HOTEL&refid=PLGOOGLECPCSL&refclickid=D:%7Bdevice%7D%7C%7Bcampaignid%7D%7C%7BCreative%7D%7C%7BKeyword%7D%7C%7BMatchtype%7D%7C%7BNetwork%7D%7C%7Btargetid%7D%7C%7Bloc_physical_ms%7D"
}
],
"extensions": ""
},
{
"position": 3,
"block_position": "bottom",
"title": "Hotels in Barcelona, Spain",
"snippet": "Best Price Guarantee. Book your Hotel in Barcelona, Spain now. Quick, Easy Booking. Great Rates. No Booking Fees. Low Rates. Special Offers. Hotels. Read Real Guest Reviews. Great Choice. Villas.",
"displayed_link": "http://www.booking.com › barcelona-spain › hotels",
"link": "https://www.booking.com/city/es/barcelona.html",
"tracking_link": "https://www.google.com/aclk?sa=L&ai=DChsSEwj2y-L9iuWPAxWeR0cBHYRFDHIYACICCAIQAhoCcXU&co=1&ase=2&gclid=EAIaIQobChMI9svi_YrljwMVnkdHAR2ERQxyEAMYAyAAEgJSjPD_BwE&cce=2&category=acrcp_v1_32&sig=AOD64_2ZG0jjaJuhsEI73h7QrchxySNoUQ&q&nis=4&adurl",
"sitelinks": [
{
"title": "Top Reviewed Hotels",
"link": "https://www.booking.com/go.html?slc=r1;aid=336408;label="
},
{
"title": "Choose Free Cancellation",
"link": "https://www.booking.com/go.html?slc=bn;aid=336408;label="
},
{
"title": "Hotels at Great Prices",
"link": "https://www.booking.com/go.html?slc=bn;aid=336408;label="
},
{
"title": "Book for Tonight",
"link": "https://www.booking.com/go.html?slc=b1;aid=336408;label="
}
],
"extensions": ""
}
]
/* --- Local Results --- */
"local_results": [
{
"position": 1,
"title": "Caffe AND",
"place_id": "16258732668445657352",
"rating": "4.8",
"reviews": "269",
"address": "4.8(269) · $1–10 · Cafe",
"hours": "Fort Lee, NJ",
"links": {}
},
{
"position": 2,
"title": "Garden Cafe and Bistro",
"place_id": "5848541955946598566",
"rating": "4.5",
"reviews": "187",
"address": "4.5(187) · $10–20 · Coffee shop",
"hours": "Union City, NJ",
"links": {}
},
{
"position": 3,
"title": "Cafe Hasbrouck Heights",
"place_id": "8292199787584663820",
"rating": "4.7",
"reviews": "209",
"address": "4.7(209) · $10–20 · Coffee shop",
"hours": "Hasbrouck Heights, NJ",
"links": {}
}
]
/* --- Google Maps Results --- */
{
"search_results": [
{
"title": "Culture Espresso",
"place_id": "ChIJdTyxUaxZwokRNAyNj1mBu8A",
"data_id": "0x89c259ac51b13c75:0xc0bb81598f8d0c34",
"data_cid": "-4558907976122037196",
"reviews_link": "https://api.scrapingdog.com/google_maps/reviews?api_key=APIKEY&data_id=0x89c259ac51b13c75:0xc0bb81598f8d0c34",
"photos_link": "https://api.scrapingdog.com/google_maps/photos?api_key=APIKEY&data_id=0x89c259ac51b13c75:0xc0bb81598f8d0c34",
"posts_link": "https://api.scrapingdog.com/google_maps/posts?api_key=APIKEY&data_id=0x89c259ac51b13c75:0xc0bb81598f8d0c34",
"gps_coordinates": {
"latitude": 40.753078099999996,
"longitude": -73.9913242
},
"provider_id": "/g/11b70ghhxf",
"rating": 4.6,
"reviews": 531,
"price": "$1–10",
"type": "Coffee shop",
"types": [
"Coffee shop"
],
"address": "247 W 36th St. New York, NY 10018",
"open_state": "Open ⋅ Closes 7 PM",
"hours": "Open ⋅ Closes 7 PM",
"operating_hours": {
"monday": "8 AM–7 PM",
"tuesday": "7 AM–7 PM",
"wednesday": "7 AM–7 PM",
"thursday": "7 AM–7 PM",
"friday": "7 AM–7 PM",
"saturday": "7 AM–7 PM",
"sunday": "8 AM–7 PM"
},
"phone": "(646) 438-9555",
"description": "Hip locale for espresso and cookies Vibrant, vintage-chic coffee shop, pairing pastries and house-baked cookies with espresso and iced drinks.",
"thumbnail": "https://lh5.googleusercontent.com/p/AF1QipNJCS1UEzqOOA_qupd3UDc6p1OTy5FmRY2DkEei=w86-h152-k-no"
},
{
"title": "Stumptown Coffee Roasters",
"place_id": "ChIJT2h1HKZZwokR0kgzEtsa03k",
"data_id": "0x89c259a61c75684f:0x79d31adb123348d2",
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}
/* --- Related Queries --- */
const example = 'Hello World';
/* --- Questions --- */
"peopleAlsoAskedFor": [
{
"question": "What do you mean by scraping?",
"rank": 1,
"title": "AI Overview",
"displayed_link": "",
"snippet": "",
"table": [],
"formatted": {
"category": {}
},
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"text_blocks": [
{
"type": "paragraph",
"snippet": "\"Scraping\" can refer to physically rubbing a surface to clean, remove something, or produce a harsh sound. It can also refer to the automated process of extracting data from websites to save it into files or spreadsheets. Additionally, it can denote something that is scraped off a surface, such as the small pieces of food left at the bottom of a pan."
},
{
"type": "paragraph",
"snippet": "Here's a breakdown of the different meanings:"
},
{
"type": "paragraph",
"snippet": "Physical Scraping"
},
{
"type": "paragraph",
"snippet": "Cleaning or Smoothing:"
},
{
"type": "paragraph",
"snippet": "Rubbing a surface with something rough to remove dirt, paint, ice, or to smooth it. Example: Scraping ice off a windshield."
},
{
"type": "paragraph",
"snippet": ""
},
{
"type": "paragraph",
"snippet": ""
},
{
"type": "paragraph",
"snippet": "Producing a Sound:"
},
{
"type": "paragraph",
"snippet": "The act of rubbing against something to make a harsh, grating noise. Example: The sound of chairs scraping on a floor."
},
{
"type": "paragraph",
"snippet": ""
},
{
"type": "paragraph",
"snippet": ""
},
{
"type": "paragraph",
"snippet": "Injuring:"
},
{
"type": "paragraph",
"snippet": "Scratching or injuring a surface by brushing against something rough. Example: Scraping one's knee."
},
{
"type": "paragraph",
"snippet": ""
},
{
"type": "paragraph",
"snippet": ""
},
{
"type": "paragraph",
"snippet": "Collect with Difficulty:"
},
{
"type": "paragraph",
"snippet": "Gathering a small amount of something, often with effort. Example: \"Scraping up enough money for college\"."
},
{
"type": "paragraph",
"snippet": ""
},
{
"type": "paragraph",
"snippet": ""
},
{
"type": "paragraph",
"snippet": "Data Scraping"
},
{
"type": "paragraph",
"snippet": ""
},
{
"type": "paragraph",
"snippet": ""
},
{
"type": "paragraph",
"snippet": ""
},
{
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},
{
"type": "paragraph",
"snippet": ""
},
{
"type": "paragraph",
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},
{
"type": "paragraph",
"snippet": "Scrapings"
},
{
"type": "paragraph",
"snippet": ""
},
{
"type": "paragraph",
"snippet": ""
},
{
"type": "paragraph",
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},
{
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}
],
"references": [
{
"title": "SCRAPE Definition & Meaning - Merriam-Webster",
"link": "https://www.merriam-webster.com/dictionary/scrape#:~:text=fingernails%20scraping%20against%20a%20blackboard,Verb",
"snippet": "2 days ago — fingernails scraping against a blackboard the sound of chairs scraping on the floor as people stood to leave The boat sc...",
"source": "Merriam-Webster"
},
{
"title": "What Is Data Scraping? Definition & Usage - Okta",
"link": "https://www.okta.com/identity-101/data-scraping/#:~:text=Data%20Scraperopens%20in%20a,Try%20these%20four%20strategies:",
"snippet": "Apr 8, 2025 — Data Scraperopens in a new tab: This Chrome extension pulls data from any page you're visiting into the form you choose...",
"source": "Okta"
},
{
"title": "What Is Data Scraping | Techniques, Tools & Mitigation | Imperva",
"link": "https://www.imperva.com/learn/application-security/data-scraping/#:~:text=Data%20scraping%2C%20or%20web%20scraping,the%20data%20on%20other%20websites.",
"snippet": "Data scraping, or web scraping, is a process of importing data from websites into files or spreadsheets. It is used to extract dat...",
"source": "Imperva"
},
{
"title": "SCRAPE | definition in the Cambridge English Dictionary",
"link": "https://dictionary.cambridge.org/us/dictionary/english/scrape#:~:text=By%20scraping%20the%20bark%20from,From%20The%20New%20Yorker",
"snippet": "By scraping the bark from a grove of isolated trees with their teeth they are fertile unto death. From New York Daily News. As the...",
"source": "Cambridge Dictionary"
},
{
"title": "scraping noun - Definition, pictures, pronunciation and usage notes",
"link": "https://www.oxfordlearnersdictionaries.com/definition/english/scraping#:~:text=scraping-,noun,the%20bottom%20of%20the%20pan.",
"snippet":"noun. /\ˈskre\ɪp\ɪ\ŋ/ /\ˈskre\ɪp\ɪ\ŋ/ \[usually plural] a small amount of something produced by scratching a surface (= rubbing it with so...",
"source": "Oxford Learner's Dictionaries"
},
{
"title": "scrape - Longman Dictionary of Contemporary English",
"link": "https://www.ldoceonline.com/dictionary/scrape#:~:text=lost%20a%20friend.-,%E2%80%A2,Stop%20scraping%20your%20chair!",
"snippet":"\• It was not until we felt the exhaust pipe scraping along the road that we realized there was something wrong with the car. \• Fur...",
"source": "Longman Dictionary"
},
{
"title": "SCRAPE Synonyms: 64 Similar and Opposite Words",
"link": "https://www.merriam-webster.com/thesaurus/scrape#:~:text=verb%201%202%203%20as%20in%20to,against%20the%20pavement%20whenever%20anyone%20opens%20it",
"snippet": "verb 1 2 3 as in to scratch as in to graze as in to grit to pass roughly and noisily over or against a surface to damage by rubbin...",
"source": "Merriam-Webster"
},
{
"title": "scraping - WordReference.com Dictionary of English",
"link": "https://www.wordreference.com/definition/scraping#:~:text=scrap%E2%80%B2ing%E2%80%A2ly%2C%20adv,the%20course%20with%20a%20D.",
"snippet":"scrap\′ing\•ly, adv. WordReference Random House Learner's Dictionary of American English © 2025. scrape /skre\ɪp/ v., scraped, scrap\•...",
"source": "WordReference.com"
},
{
"title": "scraping",
"link": "https://www.wordreference.com/definition/scraping#:~:text=scraping%20to%20rub%20(a%20surface)%20with%20something,fell.%20to%20rub%20roughly%20on%20(something)%2C%20esp.",
"snippet": "scraping to rub (a surface) with something rough, so as to clean or smooth it:[~ + object] to scrape a table to remove varnish. to...",
"source": "WordReference.com"
},
{
"title": "SCRAPING definition in American English - Collins Dictionary",
"link": "https://www.collinsdictionary.com/us/dictionary/english/scraping#:~:text=noun-,1.,see%20scrape%2C%20%2Ding1%5D",
"snippet": "1. the act of a person or thing that scrapes. 2. the sound of something being scraped. 3. ( usually scrapings) something that is s...",
"source": "Collins Dictionary"
},
{
"title": "SCRATCHES Synonyms: 53 Similar and Opposite Words",
"link": "https://www.merriam-webster.com/thesaurus/scratches#:~:text=verb%201%20as%20in%20bruises%20to%20damage,to%20write%20or%20draw%20hastily%20or%20carelessly",
"snippet":"6 days ago \— verb 1 as in bruises to damage by rubbing against a sharp or rough surface 2 as in rubs to pass roughly and noisily over...",
"source": "Merriam-Webster"
}
]
},
{
"question": "What is body scraping?",
"rank": 2,
"title": "AI Overview",
"displayed_link": "",
"snippet": "",
"table": [],
"formatted": {
"category": {}
},
"date": "",
"text_blocks": [
{
"type": "paragraph",
"snippet": "Body scraping, also known as Gua Sha or muscle scraping therapy, is a holistic treatment that involves using a smooth-edged tool to scrape the skin and underlying tissues with oil to stimulate blood circulation, break up adhesions, relieve muscle tension, and accelerate the body's natural healing process. This ancient practice uses instruments to create micro-trauma, which prompts a healing response by increasing blood flow to the area, carrying vital nutrients and removing waste products to promote faster recovery and improved tissue function."
},
{
"type": "paragraph",
"snippet": "How it works"
},
{
"type": "paragraph",
"snippet": "Tool: A smooth-edged instrument, which can be a specialized scraping tool (like a stainless steel instrument), a Gua Sha tool made of jade or horn, or even a simple kitchen spoon. Lubricant: A lubricant is applied to the skin to ensure the tool glides smoothly and to prevent irritation. Technique: The tool is applied to the skin with specific pressure and dragged along the muscle fibers in a variety of motions (up-and-down, back-and-forth, circular) to identify and address areas of adhesions or trigger points. Micro-trauma: The pressure causes controlled micro-trauma to the capillaries, leading to broken capillaries and a local inflammatory response that increases blood flow. Healing Response: This increased blood flow helps to flush out metabolic waste and deliver essential nutrients and healing factors to the area, stimulating the body's natural healing and recovery processes."
},
{
"type": "paragraph",
"snippet": "What it treats"
},
{
"type": "paragraph",
"snippet": "Body scraping is used to treat a variety of conditions, including:"
},
{
"type": "paragraph",
"snippet": ""
},
{
"type": "paragraph",
"snippet": ""
},
{
"type": "paragraph",
"snippet": ""
},
{
"type": "paragraph",
"snippet": ""
},
{
"type": "paragraph",
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},
{
"type": "paragraph",
"snippet": ""
},
{
"type": "paragraph",
"snippet": ""
},
{
"type": "paragraph",
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},
{
"type": "paragraph",
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},
{
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},
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},
{
"type": "paragraph",
"snippet": ""
},
{
"type": "paragraph",
"snippet": ""
},
{
"type": "paragraph",
"snippet": "Benefits"
},
{
"type": "paragraph",
"snippet": ""
},
{
"type": "paragraph",
"snippet": ""
},
{
"type": "paragraph",
"snippet": ""
},
{
"type": "paragraph",
"snippet": ""
},
{
"type": "paragraph",
"snippet": ""
},
{
"type": "paragraph",
"snippet": ""
},
{
"type": "paragraph",
"snippet": ""
},
{
"type": "paragraph",
"snippet": ""
},
{
"type": "paragraph",
"snippet": ""
},
{
"type": "paragraph",
"snippet": ""
}
],
"references": [
{
"title": "Exploring scraping therapy: Contemporary views on an ancient ...",
"link": "https://pmc.ncbi.nlm.nih.gov/articles/PMC8483130/#:~:text=The%20Therapeutic%20Marks,of%20haemoglobin%20catabolism.%5B13%5D",
"snippet": "The Therapeutic Marks. The scraping marks (petechiae and ecchymoses) are formed when capillaries break open and blood leaks into t...",
"source": "PubMed Central"
},
{
"title": "Does MUSCLE SCRAPING Really Work? | Physical Therapist Explains ...",
"link": "https://www.youtube.com/watch?v=yHIKvMCyh5w",
"snippet": "Mar 3, 2023 — ever wonder how to use these scraping tools and why they work i'll show you the safe and most effective way. next. to a...",
"source": "YouTube · "
},
{
"title": "Gua Sha - Benefits, Risks and Techniques - WebMD",
"link": "https://www.webmd.com/balance/what-is-gua-sha#:~:text=safe%20for%20you.-,Gua%20Sha%20Tools%20and%20Technique,Throat",
"snippet":"May 10, 2024 \— Gua Sha Tools and Technique. The idea of \"skin scraping\" may make you think of a squeegee, but gua sha tools have roun...",
"source": "WebMD"
},
{
"title": "What Is Chiropractic Scraping Therapy?",
"link": "https://www.drchrisharlan.com/what-is-chiropractic-scraping-therapy/",
"snippet": "May 20, 2023",
"source": "Harlan Chiropractic & Acupuncture"
},
{
"title": "What is \"Scraping?\" - Bowman Physical Therapy",
"link": "https://www.bowmanphysicaltherapy.com/post/what-is-scraping",
"snippet":"Sep 5, 2024 \— Common Conditions Treated with Scraping: * Tendinitis (e.g., Achilles tendinitis, tennis elbow) * Plantar fasciitis. *",
"source": "Bowman Physical Therapy"
},
{
"title": "What are the Benefits of Muscle Scraping? Pros and cons. - Sidekick",
"link": "https://sidekicktool.com/pages/why-scraping#:~:text=Promotes%20recovery%20by%20increasing%20blood,more%20about%20this%20process%20here.",
"snippet": "Promotes recovery by increasing blood flow When you are exercising, your muscles consume energy but leave behind toxic debris that...",
"source": "sidekicktool.com"
},
{
"title": "Demonstration of How Muscle Scraping is Done",
"link": "https://www.youtube.com/watch?v=Pw1STZZfZMA",
"snippet":"Jan 10, 2023 \— hi Dr mitchell here with the Nevada. Chiropractic uh so today I have Shannon here shannon's one of my patients she's a...",
"source": "YouTube · "
},
{
"title": "Muscle Scraping Therapy (Gua Sha): What It Is & Does",
"link": "https://innergatepdx.com/blog/scraping-therapy/#:~:text=Think%20of%20it%20like%20a,with%20Inner%20Gate%20Health%20&%20Wellness!",
"snippet":"Mar 15, 2024 \— Think of it like a car wash. The rush of blood is like a jet stream of fresh water, and these harmful materials are li...",
"source": "Inner Gate Health & Wellness"
},
{
"title": "Muscle Scraping - EmergeOrtho",
"link": "https://emergeortho.com/news/muscle-scraping/#:~:text=Exploring%20Gua%20Sha%20Muscle%20Scraping,to%20expect%20from%20the%20therapy.",
"snippet":"Jul 2, 2025 \— Exploring Gua Sha Muscle Scraping Therapy Gua Sha muscle scraping therapy is a time-honored practice that has surged in...",
"source": "EmergeOrtho"
},
{
"title": "What is Muscle Scraping? - ChiroCare of Florida",
"link": "https://chirocareflorida.com/comprehensive-muscle-scraping-guide/#:~:text=The%20therapist%20selects%20the%20optimal,will%20focus%20on%20these%20areas.",
"snippet":"Sep 5, 2024 \— The therapist selects the optimal point at which to begin the treatment. They will apply pressure to the treatment area...",
"source": "ChiroCare of Florida"
},
{
"title": "Scraping vs Cupping: Which Therapy Is Right for You?",
"link": "https://accelerate-pt.com/scraping-vs-cupping/#:~:text=Scraping%20may%20be%20more%20effective,personal%20comfort%20with%20each%20method.",
"snippet":"Aug 4, 2025 \— Scraping may be more effective for breaking up scar tissue and adhesions. Cupping may be better for relieving muscle ti...",
"source": "Accelerate Therapy"
},
{
"title": "Graston Technique",
"link": "https://www.evolvept.com/physical-therapy-treatments/graston-technique/#:~:text=It's%20problematic%20because%20scar%20tissue%20and%20adhesions,result%20of%20a%20cross%2Dlinking%20of%20muscle%20fibers.",
"snippet": "It's problematic because scar tissue and adhesions may bend to fascia and cause a condition known as fascial restriction. Adhesion...",
"source": "evolvept.com"
},
{
"title": "How Active Release Technique Helps Back Pain",
"link": "https://specialtysurgerycenter.org/how-active-release-technique-helps-back-pain/",
"snippet": "First, Dr. Gutkin will feel the muscles and tendons in the back for areas that are particularly tight. Then, he ( Dr. Steven Gutki...",
"source": "specialtysurgerycenter.org"
}
]
},
{
"question": "What is scraping used for?",
"rank": 3,
"title": "AI Overview",
"displayed_link": "",
"snippet": "",
"table": [],
"formatted": {
"category": {}
},
"date": "",
"text_blocks": [
{
"type": "paragraph",
"snippet": "Scraping, in a therapeutic context, is a technique using a specialized tool to gently scrape soft tissues, such as muscles, fascia, and tendons, to break up adhesions and scar tissue, improve blood flow and circulation, relieve pain, and restore normal tissue function and range of motion. This process, also known as instrument-assisted soft tissue mobilization (IASTM), helps to promote healing, reduce inflammation, and enhance athletic performance by mobilizing the restricted tissues and stimulating the body's natural healing response."
},
{
"type": "paragraph",
"snippet": "How Scraping Works"
},
{
"type": "paragraph",
"snippet": "Application of Pressure: Opens in new tabA therapist uses a tool, often made of stainless steel, jade, or buffalo horn, to apply gentle pressure to the skin. Breaking Down Adhesions: Opens in new tabThis pressure helps to identify and break up adhesions, which are bands of tight, restricted tissue or scar tissue that limit movement and cause pain. Increased Circulation: Opens in new tabThe scraping action stimulates the skin and underlying tissues, leading to increased blood flow and oxygenation to the affected area. Promoting Healing: Opens in new tabThe improved circulation and the controlled microtrauma from the scraping process trigger a local inflammatory response, which increases blood flow and speeds up the body's healing process. Tissue Remodeling: Opens in new tabOver time, scraping can stimulate fibroblast activity, which helps the body produce new collagen and remodel healthy tissue, improving the health of the fascia and connective tissue."
},
{
"type": "paragraph",
"snippet": "Benefits of Scraping"
},
{
"type": "paragraph",
"snippet": "Pain Relief:"
},
{
"type": "paragraph",
"snippet": "Reduces pain and discomfort in muscles and joints by releasing tension and clearing out waste products."
},
{
"type": "paragraph",
"snippet": "Improved Circulation:"
},
{
"type": "paragraph",
"snippet": "Enhances blood flow, delivering more oxygen and nutrients to muscles for faster recovery."
},
{
"type": "paragraph",
"snippet": "Increased Mobility and Range of Motion:"
},
{
"type": "paragraph",
"snippet": "Helps to loosen tight muscles and fascia, leading to greater flexibility and movement."
},
{
"type": "paragraph",
"snippet": "Faster Recovery:"
},
{
"type": "paragraph",
"snippet": "By breaking down scar tissue and adhesions, it can speed up recovery time from injuries or overuse."
},
{
"type": "paragraph",
"snippet": "Enhanced Athletic Performance:"
},
{
"type": "paragraph",
"snippet": "Optimizes muscle function and movement patterns, which can benefit athletes by improving performance."
},
{
"type": "paragraph",
"snippet": "Stress Relief:"
},
{
"type": "paragraph",
"snippet": "The therapeutic process of scraping can also promote relaxation and reduce stress."
}
],
"references": [
{
"title": "What Does Muscle Scraping Do? An Overview of Myofascial Release ...",
"link": "https://www.rxwellness.net/what-does-muscle-scraping-do-an-overview-of-myofascial-release-techniques/#:~:text=Muscle%20scraping%2C%20also%20known%20as%20instrument%2Dassisted%20soft%20tissue%20mobilization,of%20therapeutic%20and%20sports%20medicine.",
"snippet": "Muscle scraping, also known as instrument-assisted soft tissue mobilization, is a technique that targets the fascia, a web-like co...",
"source": "RxWellness Spine & Health"
},
{
"title": "Does MUSCLE SCRAPING Really Work? | Physical Therapist Explains ...",
"link": "https://www.youtube.com/watch?v=yHIKvMCyh5w",
"snippet": "Mar 3, 2023 — ever wonder how to use these scraping tools and why they work i'll show you the safe and most effective way. next. to a...",
"source": "YouTube · "
},
{
"title": "Benefits of Scraping Therapy | Registered Physical Therapists Utah",
"link": "https://rptutah.com/benefits-of-scraping-therapy/",
"snippet": "May 12, 2019",
"source": "Registered Physical Therapists"
},
{
"title": "What Is Chiropractic Scraping Therapy?",
"link": "https://www.drchrisharlan.com/what-is-chiropractic-scraping-therapy/#:~:text=Chiropractic%20scraping%20therapy%2C%20also%20known,a%20wide%20range%20of%20conditions.",
"snippet":"May 20, 2023 \— Chiropractic scraping therapy, also known as Graston technique or instrument-assisted soft tissue mobilization, is a n...",
"source": "Harlan Chiropractic & Acupuncture"
},
{
"title": "Muscle Scraping for Faster Healing After Injury or Surgery",
"link": "https://northernnevadachiropractic.com/services/instrument-assisted-soft-tissue-mobilization-iastm/",
"snippet": "",
"source": "Northern Nevada Chiropractic"
},
{
"title": "Demonstration of How Muscle Scraping is Done",
"link": "https://www.youtube.com/watch?v=Pw1STZZfZMA",
"snippet":"Jan 10, 2023 \— hi Dr mitchell here with the Nevada. Chiropractic uh so today I have Shannon here shannon's one of my patients she's a...",
"source": "YouTube · "
},
{
"title": "The Truth About Muscle Scraping: What It Does (and Doesn't) Do",
"link": "https://myototalwellness.com/the-truth-about-muscle-scraping-what-it-does-and-doesnt-do/#:~:text=Scraping%20helps%20the%20body%20recognize,and%20function%20at%20its%20best.",
"snippet":"Feb 3, 2025 \— Scraping helps the body recognize and release these adhesions, restoring normal function. Improves circulation. Increas...",
"source": "MYO Total Wellness"
},
{
"title": "What is Muscle Scraping and What is it Used For? - YouTube",
"link": "https://www.youtube.com/watch?v=0G4IZxwacps#:~:text=What%20is%20Muscle%20Scraping%20and,it%20breaks%20up%20scar%20tissue.",
"snippet":"Jan 10, 2023 \— What is Muscle Scraping and What is it Used For? - YouTube. This content isn't available. Dr. Mitchell describes what ...",
"source": "YouTube"
},
{
"title": "Scraping Therapy - Denver Sports Massage",
"link": "https://denversportsmassage.com/services/scraping-therapy/#:~:text=Scraping%20Therapy%20involves%20the%20use,The%20Benefits%20of%20Scraping%20Therapy",
"snippet": "Scraping Therapy involves the use of a smooth-edged tool, usually made from jade, stainless steel, or buffalo horn, to apply press...",
"source": "Denver Sports Massage"
},
{
"title": "5 Benefits of Using Muscle Scraping Tools to Improve Performance",
"link": "https://www.thysol.co.uk/page/muscle-scraping-tools/",
"snippet": " 5 Key Benefits of Muscle Scraping Tools * Improved Muscle Recovery. Muscle scraping tools promote muscle recovery by breaking up ...",
"source": "THYSOL UK"
},
{
"title": "Feel Better Fast | 7 Instant Benefits of Body Scraping",
"link": "https://mgsportsmassage.com/7-powerful-benefits-of-body-scraping-youll-feel-instantly/#:~:text=1.%20Instant%20Pain%20Relief%20for%20Muscles%20and,muscles%20and%20reducing%20inflammation%20in%20sore%20areas.",
"snippet":"Jul 3, 2025 \— 1. Instant Pain Relief for Muscles and Joints One of the most sought-after benefits of body scraping is immediate pain ...",
"source": "MG Sports Massage"
},
{
"title": "The top 5 ways active release therapy can help your injury",
"link": "https://lattimorept.com/the-top-5-ways-active-release-therapy-can-help-your-injury/#:~:text=Enhanced%20athletic%20performance%20%E2%80%94%20This%20therapy%20technique,limber%20and%20can%20lead%20to%20better%20performance.",
"snippet":"Enhanced athletic performance \— This therapy technique helps break up scar tissue, which can help with faster healing. It ( active...",
"source": "Lattimore Physical Therapy"
}
]
},
{
"question": "What is internet scraping?",
"rank": 4,
"title": "AI Overview",
"displayed_link": "",
"snippet": "",
"table": [],
"formatted": {
"category": {}
},
"date": "",
"text_blocks": [
{
"type": "paragraph",
"snippet": "Internet scraping, or web scraping, is the automated process of extracting data from websites, typically using software or a bot to collect information from HTML code and convert it into a structured format, such as a spreadsheet or database. This extracted data can then be analyzed, used for market research, price monitoring, content aggregation, lead generation, and even to train AI models."
},
{
"type": "paragraph",
"snippet": "How it works:"
},
{
"type": "paragraph",
"snippet": "Fetching: A web scraper requests the HTML content of a web page from a web server. Parsing: The scraper then parses this HTML code to identify and extract specific pieces of data, such as product names, prices, or contact information. Structuring: Finally, the extracted data is organized and saved into a structured format, like a CSV or JSON file, making it easy to analyze and use for various purposes."
},
{
"type": "paragraph",
"snippet": "Common Uses:"
},
{
"type": "paragraph",
"snippet": "Market Research:"
},
{
"type": "paragraph",
"snippet": "Businesses use it to monitor competitor pricing, analyze market trends, and understand customer sentiment."
},
{
"type": "paragraph",
"snippet": "E-commerce:"
},
{
"type": "paragraph",
"snippet": "Tracking stock availability, product prices, and seller ratings is a common application in e-commerce."
},
{
"type": "paragraph",
"snippet": "Data Analysis:"
},
{
"type": "paragraph",
"snippet": "Extracting data for analysis can help in generating business intelligence and performing in-depth research."
},
{
"type": "paragraph",
"snippet": "AI and Machine Learning:"
},
{
"type": "paragraph",
"snippet": "Scraping data from the web provides valuable input for training machine learning models, particularly for computer vision and natural language processing."
},
{
"type": "paragraph",
"snippet": "Lead Generation:"
},
{
"type": "paragraph",
"snippet": "Marketers can use web scrapers to find contact information and relevant details for potential customers."
},
{
"type": "paragraph",
"snippet": "Important Considerations:"
},
{
"type": "paragraph",
"snippet": "Web Scraping vs. Web Crawling:"
},
{
"type": "paragraph",
"snippet": "While related, web crawling systematically downloads entire web pages for archival, whereas web scraping focuses on extracting specific data points from those pages."
},
{
"type": "paragraph",
"snippet": "Legality:"
},
{
"type": "paragraph",
"snippet": "While scraping publicly available data is generally legal, it's crucial to respect a website's terms of service and avoid using it for illegal purposes like content theft or undercutting prices, as it can lead to legal issues."
},
{
"type": "paragraph",
"snippet": "APIs:"
},
{
"type": "paragraph",
"snippet": "Some websites provide Application Programming Interfaces (APIs), which offer a more structured and often preferred way to access their data, but web scraping remains valuable when no API is available."
}
],
"references": [
{
"title": "What Is Scraping | About Price & Web Scraping Tools | Imperva",
"link": "https://www.imperva.com/learn/application-security/web-scraping-attack/",
"snippet": "",
"source": "Imperva"
},
{
"title": "What is Web Scraping and What is it Used For? | Definition and ...",
"link": "https://www.youtube.com/watch?v=Ct8Gxo8StBU&t=45",
"snippet": "Sep 27, 2019 — in most cases software tools that run in your computer are preferred when scraping as they can be less expensive. and ...",
"source": "YouTube · "
},
{
"title": "What is Web Scraping and How to Use It? - GeeksforGeeks",
"link": "https://www.geeksforgeeks.org/blogs/what-is-web-scraping-and-how-to-use-it/#:~:text=Most%20of%20this%20data%20is,and%20accurately%20extract%20the%20data.",
"snippet":"Jul 15, 2025 \— Most of this data is unstructured data in an HTML format which is then converted into structured data in a spreadsheet...",
"source": "GeeksforGeeks"
},
{
"title": "What is Web Scraping? How to Scrape Data from Website ? - Zyte",
"link": "https://www.zyte.com/learn/what-is-web-scraping/#:~:text=Web%20scraping%20plays%20a%20pivotal,extract%20the%20necessary%20data%20seamlessly.",
"snippet": "Web scraping plays a pivotal role in supplying data for machine learning models, furthering the advancement of AI technology. For ...",
"source": "Zyte"
},
{
"title": "What is Web Scraping? | A Complete Guide - Fortra's Automate",
"link": "https://automate.fortra.com/resources/guides/what-is-web-scraping#:~:text=Web%20scraping%20focuses%20on%20extracting,sources%2C%20not%20just%20the%20web.",
"snippet": "Web scraping focuses on extracting data from websites. It involves sending HTTP requests to web servers, retrieving web pages' HTM...",
"source": "Fortra's Automate"
},
{
"title": "Web Scraping | NNLM",
"link": "https://www.nnlm.gov/guides/data-glossary/web-scraping#:~:text=Definition,request%20downloads%20of%20their%20data.",
"snippet":"May 25, 2022 \— Definition. Web scraping is the process of programmatically and systematically collecting information on the web and p...",
"source": "NNLM"
},
{
"title": "What Is Web Scraping? How Do Scrapers Work? - Fortinet",
"link": "https://www.fortinet.com/resources/cyberglossary/web-scraping#:~:text=Price%20intelligence%20is%20a%20common,able%20to%20meet%20revenue%20goals.",
"snippet": "Price intelligence is a common use of web scraping. This involves gathering information about the prices of different products fro...",
"source": "Fortinet"
},
{
"title": "What is Web Scraping and Why is It Valuable? - Coding Dojo",
"link": "https://www.codingdojo.com/blog/what-is-web-scraping#:~:text=Also%20known%20as%20web%20data,or%20copied%20into%20a%20spreadsheet.",
"snippet":"Jun 3, 2022 \— Also known as web data extraction and web harvesting, web scraping is the process of extracting data from a website. Wh...",
"source": "Coding Dojo"
},
{
"title": "What is Web Scraping?",
"link": "https://www.youtube.com/watch?v=NLmLyf4Mj90&t=44",
"snippet":"Dec 14, 2023 \— and remember to subscribe to ION Tech for more videos on all things business tech. web scraping is comprised of three ...",
"source": "YouTube · "
},
{
"title": "How Actually Does Web Scraping Work and What Is It Used For?",
"link": "https://scrape.do/blog/web-scraping/#:~:text=Frequently%20Asked%20Questions-,What%20is%20an%20example%20of%20web%20scraping?,a%20spreadsheet%20in%20your%20database.",
"snippet":"Jan 27, 2025 \— What is an example of web scraping? Imagine you're a small business owner who wants to keep track of competitor pricin...",
"source": "Scrape.do"
},
{
"title":"What Is Web Scraping? A Beginner\’s Guide to Data Extraction",
"link": "https://www.pcmag.com/explainers/what-is-web-scraping-a-beginners-guide-to-data-extraction",
"snippet":"Jun 26, 2025 \— If you're wondering about web scraping's application and benefits, these are among the most popular uses: * E-Commerc...",
"source": "PCMag"
}
]
}
]How It Works Behind the API
</> Get
import requests
api_key = "5eaa61a6e562fc52fe763tr516e4653"
url = "https://api.scrapingdog.com/google/"
params = {
"api_key": api_key,
"query": "football",
"results": '10',
"country": "us",
"page": '0'
}
response = requests.get(url, params=params)
if response.status_code == 200:
data = response.json()
print(data)
else:
print(f"Request failed with status code: {response.status_code}")
import java.io.BufferedReader;
import java.io.InputStreamReader;
import java.net.HttpURLConnection;
import java.net.URL;
import java.io.IOException;
public class Main {
public static void main(String[] args) {
try {
// Set the API key and request parameters
String apiKey = "5eaa61a6e562fc52fe763tr516e4653";
String query = "football";
String results = '10';
String country = "us";
String page = '0';
// Construct the API endpoint URL
String apiUrl = "https://api.scrapingdog.com/google/?api_key=" + apiKey
+ "&query=" + query
+ "&results=" + results
+ "&country=" + country
+ "&page=" + page;
// Create a URL object from the API URL string
URL url = new URL(apiUrl);
// Open a connection to the URL
HttpURLConnection connection = (HttpURLConnection) url.openConnection();
// Set the request method to GET
connection.setRequestMethod("GET");
// Get the response code
int responseCode = connection.getResponseCode();
if (responseCode == 200) {
// Read the response from the connection
BufferedReader reader = new BufferedReader(new InputStreamReader(connection.getInputStream()));
String inputLine;
StringBuilder response = new StringBuilder();
while ((inputLine = reader.readLine()) != null) {
response.append(inputLine);
}
reader.close();
// Process the response data as needed
System.out.println(response.toString());
} else {
System.out.println("HTTP request failed with response code: " + responseCode);
}
// Close the connection
connection.disconnect();
} catch (IOException e) {
e.printStackTrace();
}
}
}
<?php
// Set the API key and request parameters
$api_key = '5eaa61a6e562fc52fe763tr516e4653';
$query = 'football';
$results = '10';
$country = 'us';
$page = '0';
// Set the API endpoint
$url = 'https://api.scrapingdog.com/google/?api_key=' . $api_key . '&query=' . $query . '&results=' . $results . '&country=' . $country . '&page=' . $page;
// Initialize cURL session
$ch = curl_init($url);
// Set cURL options
curl_setopt($ch, CURLOPT_RETURNTRANSFER, true);
// Execute the cURL request
$response = curl_exec($ch);
// Check if the request was successful
if ($response === false) {
echo 'cURL error: ' . curl_error($ch);
} else {
// Process the response data as needed
echo $response;
}
// Close the cURL session
curl_close($ch);
require 'net/http'
require 'uri'
# Set the API key and request parameters
api_key = '5eaa61a6e562fc52fe763tr516e4653'
query = 'football'
results = '10'
country = 'us'
page = '0'
# Construct the API endpoint URL
url = URI.parse("https://api.scrapingdog.com/google/?api_key=#{api_key}&query=#{query}&results=#{results}&country=#{country}&page=#{page}")
# Create an HTTP GET request
request = Net::HTTP::Get.new(url)
# Create an HTTP client
http = Net::HTTP.new(url.host, url.port)
http.use_ssl = true # Enable SSL (https)
# Send the request and get the response
response = http.request(request)
# Check if the request was successful
if response.is_a?(Net::HTTPSuccess)
puts response.body # Process the response data as needed
else
puts "HTTP request failed with code: #{response.code}, message: #{response.message}"
end
const axios = require('axios');
const api_key = '5eaa61a6e562fc52fe763tr516e4653';
const url = 'https://api.scrapingdog.com/google/';
const params = {
api_key: api_key,
query: 'football',
results: '10',
country: 'us',
page: '0',
};
axios
.get(url, { params: params })
.then(function (response) {
if (response.status === 200) {
const data = response.data;
console.log(data)
} else {
console.log('Request failed with status code: ' + response.status);
}
})
.catch(function (error) {
console.error('Error making the request: ' + error.message);
});
get structured response
live api response
API RESPONSE
Google SERP API Response (Structured JSON Data)
Organic Results
- title
- description
- position
- displayed_url
- sitelinks
- rich_anippets
- date
SERP Feature
- featured_snippet
- answer_box
- top_stories
- thumbnail
- related_search
- published_date
Ads Data
- title
- description
- position
- displayed_url
- sitelinks
- rich_anippets
- date
Local Maps
- local_results
- source
- map_results
- ratings
- published_date
- phone
- houres
News & Images
- news_results
- image_results
- source
- thumbnail
- published_date
Meta & Pagination
- total_results
- search_time
- next_page_token
- language
- location
- device
WHY SCRAPINGDOG
See the Difference with Scrapingdog
Without Scrapingdog
Without Scrapingdog, you need to manage proxies, handle CAPTCHA, parse raw HTML, and deal with frequent blocks,
Manual Scraping Issues
Requires proxy setup, CAPTCHA handling, and complex parsing, making scraping slow and unreliable.
Complex Scraping
Managing proxies, blocks, and raw data manually makes the workflow difficult to maintain.
Hard to Scale
Manual scraping needs constant fixes, monitoring, and infrastructure to keep running.
Unstable Process
Frequent blocks and unstructured data make manual scraping unreliable.
With Scrapingdog
With Scrapingdog, one API call handles everything proxies, CAPTCHA, parsing, and scaling so you focus on your data.
Fast API Solution
Get clean SERP data instantly without managing proxies, blocks, or parsing.
Simple Integration
Use one API to get structured results with high speed and reliability.
Built for Scale
Handle millions of requests with stable performance and no maintenance.
Easy & Reliable
Built-in proxies, automatic CAPTCHA handling, and structured data make scraping fast, stable, and easy to scale.
CORE FEATURE
Google SERP API Features That Make Scraping Easy
Rotating Proxy Network
Our API includes a built-in rotating proxy system that automatically changes IP addresses for every request.
Automatic CAPTCHA
Scrapingdog automatically bypasses CAPTCHA and anti-bot protection used by search engines. You can send requests without worrying about.
Structured JSON Responses
All important fields like organic results, ads, and metadata are ready to use without complex parsing.
Real-Time SERP Data
Our API ensures you always receive the latest rankings, ads, and SERP features instantly.
High Success Rate API
Our powerful infrastructure is designed to deliver reliable results every time. With optimized proxy rotation
Fast Response Time
Receive search results in just a few seconds with our high-performance google scraping API.
USE CASE
What you can build with a Google Search Scraper API
Competitive Landscape Mapping
Map out the competitive landscape by scraping Google search results to see how competitors rank for the same queries.
Content Gap Analysis
Identify gaps in your content strategy by analyzing frequently searched queries your site does not address.
Ad Performance Tracking
Monitor the performance and visibility of online advertising campaigns by scraping the occurrence and position of ads in search results.
Trend Detection
Detect emerging trends and popular topics by analyzing frequently searched terms and the evolution of search result content.
Rank Tracking
Create a rank tracker to monitor and report on keyword rankings across different search engines, optimizing SEO efforts.
Academic Resource Compilation
Gather resources for academic or industry-specific research by collecting search results for specific queries.
Built for teams of every size and background
- SEO Agencies
- Data Scientists
- Backend Developers
- Growth Marketers
- Product Manager
- Saas Builder
- Marketers Researchers
- Academic Researchers
- Journalists
- Affiliate Marketers
- Startup Founders
- Enterprise Teams
QUICK SETUP
Get Started with Our Google Search Scraper API in Minutes
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Create free account
Sign up in seconds and get free credits to start testing the SERP API without any setup
Get Your API Key
Access your unique API key from the dashboard and use it to scrape the data.
Send Your First Request
Make a simple API call using your query, location, and parameters to fetch real-time search results.
Receive Structured Data
Get clean JSON responses with organic results, ads, maps, and SERP features ready to use in your app.
CHOOSE YOUR PLAN
Transparent & Simple Pricing
Start your scraping journey with 1,000 free credits. Test our service and upgrade to one of the plans below. Cancel anytime.
Testimonials
Trusted by Developers worldwide
I’ve been using Scrapingdog for a few days and I’ve found it very user-friendly. Setting up my first data extraction was simple, and the interface makes it easy to understand each step.
Liliane Pereira
US
Their API success rate is 100% on the tests that I have done. The service seems very reliable.
Jomer Avengoza
New York, USA
Reliable, and simple to use! It’s also inexpensive and has packaged solution for every needs (Google, LinkedIn). Highly recommend.
John Tyler
FR
Amazing service. I am using it for Google Maps reviews and it works perfectly. I have also used Live chat and they were very fast and puctual on responses. 100% recommended.
Pippo
It
FAQ
Frequently Asked Questions
Yes, the API has a rate limit depending on your chosen subscription plan. For detailed information on request limits and how to manage them efficiently, please refer to documentation or message us on live chat.
You can use our Universal Search API to extract data from multiple search engines like Google, Bing, Baidu & Yahoo with a single API call. The output data you get is filtered and structured.
Yes, other then the data from search results, we have dedicated APIs for Google Scholar, Google Images, Google Lens etc.
Our development team continuously monitors changes in Google’s SERP layout and updates accordingly to ensure consistent and reliable data extraction.
Each API request consumes a certain number of credits based on the dedicated API you’re using.
For example the Google Search API costs 5 credits per request. So, if you make one request to the Google Search API, it will deduct 5 credits from the available credits in your account. The number of credits required per request can vary depending on the specific API you’re using.
You can find more details about the credit usage for each API in the documentation.
Google does offer an API to extract search results, but there are restrictions to it, such as scraping to daily request limit. Moreover, the API is very expensive.