8 Best Google Scrapers 2022: How To Scrape Google Search Results

Last Updated: May 12, 2022

We have compiled a list of the very best Google scrapers that can help you extract the data that you need. Let’s have a look.
Best Google Scrapers
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Best Web Scrapers

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Looking for the best Google Scraper to scrape search results?

Google needs no introduction.

The popularity of Google on the internet is like no other website.

Most people associate Google with just speed, answer, and ease of access.

But there is so much more to it that makes it synonymous with billions of dollars, clicks, searches, users all around the world, and data in billions of terabytes. 

Its share of the global search market exceeds 87%. Every year, users make around 2 million searches. The index of Google consists of more than 130 trillion pages.

Google has become the number one search engine of interest among users, thanks to the magnanimous number of people using it and the listing of a large number of pages on Google. 

Internet marketers have an interest in certain keywords, and they are always checking information on those keywords to find them a higher rank.

Let alone the internet marketers, even the top competitor of Google, Bing, has been scraping Google SERPs (Search Engine Result Pages) to improve its ranking for the listing. 

Google offers loads of data on its SERPs that concern the interests of the internet market.

However, users don’t have an option of getting access to that data free of charge, so they are ready to do anything for that data access.

They use an alternative method known as web scraping. It is an automated tool that extracts the data from a web page

Working on big projects demands a lot of data. This is why it is crucial to have information on some of the best google scrapers.

It can get really challenging to choose a Google scraper because there are so many of them on the list.

However, some of them outshine the rest in making the data access as effortless as it can get. 

Best Google Scrapers 2022

Here’s a quick look at the best Google Scrapers:

Bright Data

Bright Data Data Collector

Taking a start as a proxy operator, Bright Data has come a long way. It is a top-notch company in that field.

In addition, it has also peaked as a data capture device. Data flows in a customizable and automatic fashion on the dashboard. 

Whatever category of data sets you require, Bright Data gets it for you. Whether it’s competitive intelligence or market research, you get automated access to the data.

👉 Get FREE Account

E-commerce and social network data are yet other fields that can enhance your focus on the core market with the help of Bright Data. 

It costs you $3.50 for 100 queries. Every month the number of queries ranges from 200,000 to 100 million, and so do the subscriptions.

The latter covers a range of $500 to $30,000. If you have applied for a yearly membership, it’s good news because you get as much as 10% of the savings on the premium plans. 

Apify

Apify

Apify offers one of the best google scraper tools that not only offer web scraping but also specializes in data processing and automation of the robotic process.

Scraping with ease is not the only pro of this scraper. It also includes a number of pre-built best google scrapers that you can use for multiple scraping needs.

AirBnB and social media are some of the fine examples. 

The features of Apify are second to none. It has an amazing ability to carry out a search within a particular location.

Apify gives you the option of selecting a custom language or country settings.

The ability to extract the custom attributes is not something that every Google scraper will provide you with. It also allows you to keep an eye on the rankings of your competitors. 

You can also carry out an analysis of the ads for your specific keywords. It copies the data on organic results, site links, paid products, site links, people who ask, and related queries.

There is much more to know about Apify if you take their free trial. You need to spend $49/month to make a start on premium pricing plans. 

Smartproxy

Smartproxy

If you are looking for a scraper that gets you 100% successful search engine results, Smartproxy is the one for you.

Preceded by a single API request, Smartproxy removes all the blocks between you and the structured data on the search engine. 

In addition to the roles of Google scraper and data parser, Smartproxy also has the role of a proxy network.

However, a customer tool cannot work properly on its own. Smartproxy has solved this problem by offering a set of quality prefixes to the custom tool. 

As it does the job of the proxy network itself, you get to save your money.

There are almost 40 million proxy pools that get filtered by Smartproxy just to select the best proxy.

Smartproxy is a great success, both as a scraping tool and a proxy network. 

The data extracted by the Smartproxy mostly covers the category that is essential to growing.

It includes SEO metrics, monitor pieces, a deep overview of the keyword rankings, real-time results, etc. 

By paying just $100 a month, you get almost 35000 API requests and the versatility of functions offered by Smartproxy.

If you are not satisfied, they will refund you under the condition that you have applied for a full refund within three days of registration.

ScrapingBee

ScrapingBee

If you are exhausted from getting blocked again and again while scraping, switch to ScrapingBee.

It uses the most advanced version of Chrome to carry out the data extraction. Most headless browsers are known to eat up your RAM and CPU.

ScrapingBee handles such a fleet of browsers in such an efficient manner that it stands on the top of the list of the best google scrapers.

Apart from providing automatic proxy rotation, it also presents a large proxy pool so that there are no chances for you to be blocked.

Some of the scraping tasks performed by ScrapingBee include real-estate scraping, extracting reviews, and price monitoring. 

The extraction rules of ScrapingBee are quite simple to follow. You are just one API call away from getting the data you need.

The screenshot feature of the ScrapingBee eases your access to the data. You can get both full-page and partial screenshots. 

With ScrapingBee, you are able to create custom web scraping engines without going through the complexities of coding.

Just use their ‘make integration’ feature. Do you want 1000 free API calls? If yes, try ScrapingBee.

ScraperAPI

ScraperAPI

ScraperAPI is undoubtedly one of the best google scrapers as it delivers maximum functionality at the lowest possible costs.

It allows you to carry out smooth scraping without any fear of getting banned.

Besides taking care of CAPTCHAs and user agents, it is also known to effectively handle the anti-bots and proxies. 

The API endpoint of ScraperAPI is usually the recipient of your URLs. You can also send the URLs to their proxy port.

ScraperAPI is the best option for businessmen who are looking for scraping data for their market research insights. 

The budget of ScraperAPI is quite flexible. Depending on your needs, there are a number of options to choose from.

It starts from costing $29 for 250,000 Google pages per month.

There are some Enterprise Plans that can allow you access to hundreds of millions of Google pages. The free trial of ScraperAPI comes with 5000 free requests. 

Octoparse

Octoparse

Are you looking for templates for popular websites? Your search ends here.

Octoparse comes with useful features that let you control what to scrape and how to carry out the scraping.

In order to benefit yourself from this Google scraper, download its application on the desktop and run it locally.

You also get the option of running your extraction project in the cloud. With Octoparse, you are accessible to data with just a few clicks.

The reason is that it converts the unstructured data on the web pages into the structured data sets on the spreadsheets.

There is no need for coding to get the data. 

The speed of data collection by Octoprase is uncanny as it can perform ten concurrent threads at a time.

The extraction of data is made easier with its functions like opening a web page, filling out the forms, entering a text, logging into the account, etc. 

The most notable feature of Octoprase is performing a large-scale scraping.

After you are done uploading your configuration project to the cloud, pick any cloud server to extract the data.

Octoprase can easily scrape 10,000 web pages too within a short time. 

OxyLabs

Oxylabs

OxyLabs is another wonderful addition to the world of Google scraping. It is totally scalable and ensures a maximum success rate.

You can collect the data from any web page effortlessly.

You are free to use OxyLabs for any reason for brand monitoring, be it keyword data mining or ads data tracking. There are no complications involved in the integration either. 

The data extraction is easy and hassle-free, saving you time and effort.

The best feature of OxyLabs is that it provides you with your personal account manager to ensure the smooth operation of the process. 

ZenSERP

Zenserp

ZenSERP prides itself on getting you the data as soon as possible. Scraping the search results on Google is a breeze with ZenSERP.

You get multiple options for scraping a wide range of data, including answer boxes, paid results, local maps, organic, etc. 

The fast API doesn’t affect the quality or accuracy of data. You can successfully carry out millions of searches per month for $380.

You also leverage the features of the ability to view location-based results. You can take a free start with ZenSERP.

There is no log of queries from the customers. Regardless of its cost, ZenSERP does deserve a place among the best google scrapers.

What Is A Google Scraper? 

The use of personal API (Application Programming Interface) by Google enables it to select the information that is to be shared with the users.

On the basis of Google Ads and Google Analytics, users only get a certain amount of information.

Scraping is a technique that gets you the most valuable information regardless of the research and rankings of Google. 

Whenever you are scanning a textbook, your eyes tend to select the bits that are likely to be asked in the exam.

Google scraper works just like that by highlighting the most crucial content for you.

It won’t be wrong to call Google scraper a laser-focused eye that gets you the top results on the topic you want.

It eliminates unnecessary information and saves you time and effort. 

For example, if your keyword is ‘dog,’ a Google scraper will provide you with the top-rated URLs that concern that keyword.

The specificity of the URL is directly related to the right use of keywords. This way, you get a glimpse of the required material by googling.

Instead of clicking on the first two pages of Google, go through hundreds of them for a stronger grip on the topic with a Google scraper. 

How To Scrape Google Search Results 

The most common question that arises while discussing methods of scraping Google search results is if Google offers any official API for scraping.

Unfortunately, the answer is no. It gets very difficult to get data at scale. 

The option of collecting data manually always stays, but there are some issues with this procedure. It takes a lot of time and effort.

There is no promise of accuracy either. Whenever Google has to deliver the search results to users, it considers certain factors like their location, the device they are using, and their browsing history. 

Gathering the search results manually makes it impossible to show the big picture.

Hence, you can scrape Google search results in three ways, including semi-automated way, automated by yourself, and automated through 3rd party tools. 

Semi-Automated Data Gathering

It is necessary to have some knowledge of coding and basic techniques of scraping before you begin the process.

First of all, take a note of what type of data you need and in what amount. Then you can decide if the semi-automated method is applicable or not. 

If you are looking to get basic information from a number of web pages, this method fits the category.

The building of a basic scraper in Google Sheets requires you to gather a few formulas. There is no need for you to write any code. 

Suppose your Google search is about an author’s name, and you have searched for pages that are in competition with your own page on Google.

Your desired data on the web page’s HTML need an import into your spreadsheet.

This operation requires the use of an IMPORT XML function with an xpath-query. You can get this function on the custom version of Google Sheets. 

Automated Data Gathering By Building A Basic Web Scraper 

This method is full of possibilities because a web scraper extracts numerous amounts of data automatically.

It can visit URLs and hyperlinks to give you access to data from thousands of web pages at once. 

Scraping the Google search results for your query requires you to build a Google result scraper.

One of the most common ways to do so is to use a Python programming language. 

Let’s implement BeautifulSoup in order to perform the scraping of Google search results.

BeautifulSoup is a Python library that allows users to scrape web pages and HTML documents. 

Example:

import requests

from bs4 import BeautifulSoup

import random

text = ‘python’

url = ‘https://google.com/search?q=’ + text

A = (“Mozilla/5.0 (Windows NT 6.1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/41.0.2228.0 Safari/537.36”,

       “Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/41.0.2227.1 Safari/537.36”,

       “Mozilla/5.0 (Windows NT 6.1; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/41.0.2227.0 Safari/537.36”,

       )

Agent = A[random.randrange(len(A))]

headers = {‘user-agent’: Agent}

r = requests.get(url, headers=headers)

soup = BeautifulSoup(r.text, ‘lxml’)

for info in soup.find_all(‘h3’):

    print(info.text)

    print(‘#######’)

Output:

Welcome to Python.org

#######

Downloads

#######

Documentation

#######

Python For Beginners

#######

Python 3.8.5

#######

Tutorial

#######

Python Software Foundation

#######

Python (programming language) – Wikipedia

#######

Python Tutorial – W3Schools

#######

Introduction to Python – W3Schools

#######

Python Tutorial – Tutorialspoint

#######

Learn Python – Free Interactive Python Tutorial

#######

Learn Python 2 | Codecademy

#######

Automated Data Gathering Through Third-Party Tools 

The third method of scraping the Google search results is to invest in a third party.

You can find thousands of scraping Google tools online, each varying on the basis of the purpose it serves. 

SEO tools are the most common ones to be used in web scraping. There is a need to keep track of the performance of pages in Google’s SERPs.

That’s when the SEO tools come up. They get started with the collection of data from the web page.

They take average rankings into account. They collect the record of the total number of words on the page. SEO tools include Searchmetrics, Ahrefs, and SEMrush. 

If you are not comfortable using SEO tools, you can look for other scrapers to copy data from Google Maps, Google Shopping Results, etc. 

FAQs

Can You Get In Trouble For Web Scraping? 

There is nothing illegal about web scraping. You can even scrap your own website. It is the best way to get access to the data you need.

What Are SERPs?

SERPs stand for Search Engine Results Pages. As soon as the users enter a query into Google or any other research engine, they see a page.

That page is called SERP. The design of SERP for every research engine is different. 

Written by Jason Wise

Hi! I’m Jason. I tend to gravitate towards business and technology topics, with a deep interest in social media, privacy and crypto. I enjoy testing and reviewing products, so you’ll see a lot of that by me here on EarthWeb.