Google Data Scraping Tools

xtract Google data in as little as 3 minutes. Directly collect high-value Google data, including search rankings, keywords, Maps, and ads. Built for large-scale search research, market intelligence, and competitive analysis, CoreClaw helps you turn raw data into business value faster.

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99%scraping success rate

JSON & CSVStructured data output in

Localizedresult collection

APIand internal workflow integration

Google Scraper

Google Scraping Tools for Different Needs

Google Search Results (SERP) Scraper API

@coreclaw•4.6

It queries the Google search engine by keyword and returns a structured SERP summary, including the final search parameters, organic results, related queries, and people-also-ask data.

Dataset Deduplication & Merge Tool

@odin-kael•4.7

Dedup Datasets Worker is a powerful tool for merging and deduplicating datasets from multiple JSON/JSONL files. Fully optimized for the CafeScraper platform with enhanced features and robust error handling.

Google Sheets Import Export Tool

@odin-kael•4.8

A powerful Google Sheets data import export tool designed for data synchronization, backup, and integration between Google Sheets and external systems. Supports three operation modes, two authentication methods, batch processing, data deduplication, and automatic backup.

Cheerio Web Scraping

@odin-kael•4.9

A high-speed static page scraper based on Cheerio, designed specifically for static HTML pages. Uses Cheerio for HTML parsing, delivering speeds 10-50 times faster than full browser rendering.

Playwright Web Scraping

@odin-kael•4.5

A powerful cross-browser web scraping tool using Playwright for complete browser rendering. Supports Chromium, Firefox, and WebKit browser engines. Perfect for dynamic pages, single-page applications (SPAs), infinite scroll pages, and cross-browser testing scenarios.

Puppeteer Web Scraping

@odin-kael•4.7

A powerful web scraping tool using Puppeteer for complete browser rendering. Supports full browser rendering, automatic Cookie banner closing, URL filtering, and more.

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Benefits

Types of Data You Can Extract with Google Scrapers

Local Business Data Collection

Local business discovery
Regional market analysis
Lead generation
Review and rating monitoring

Map Reviews and Reputation Analysis

Ratings, review counts, and review content
Price range
Images, thumbnails, and popular times
Categories, service options, and additional attributes

App Marketplace Data Analysis

App name
Ratings and rating changes
Download volume
Review content

Advantages

Why Scrape Google Data?

Lead Generation

Build B2B lead lists with Google Maps
Expand outbound contact opportunities

Market Research

Analyze competitors across different regions
Identify new market opportunities

SERP and Search Intelligence

Track rankings across target markets
Extract keyword insights

AI Data Pipelines

LLM pretraining
Build structured datasets

Code Examples

Google Data Scraping Demo

Built for developers, with structured, analysis-ready output that integrates seamlessly into your workflow.

Feature

One Call to Extract Google Data with Ease

Structured Output

Collected data is organized into clear fields, making it easier to connect with databases, analytics systems, or internal tools—without forcing your team to manually process raw page content.

Localized Collection

Collect Google data tailored to different countries, regions, languages, and search environments to get results that better reflect your target market.

Coverage Across Multiple Google Page Types

Go beyond standard search results with support for Maps, Shopping, Trends, reviews, and other Google data sources to meet more specialized business needs.

Automation-Ready Integration

Whether you run scheduled jobs, batch collection, monitoring systems, or content workflows, Google data can fit naturally into your existing processes.

FAQ