Google Search Results Scraper

Official

Analyze search ranking trends, featured snippets, and search results telemetry with local node execution and zero cloud markups.

byBrowserMesh

•Lead Generation👑 free•

#SERP & Search#Lead Generation#Local SEO & Maps

4.8(0 reviews)

5installs

About Google Search Results Scraper

Analyze search ranking trends, featured snippets, and search results telemetry with local node execution and zero cloud markups.

Core Capabilities

Source Extraction

Extracts Google AI Mode responses along with cited reference article links and explicit source brand tags.

Full SERP Organic Rankings

Scrapes organic web result titles, URLs, displayed domains, snippets, and SERP positions.

Local Pack & Map Cards

Extracts local business map listings including ratings, review counts, addresses, phone numbers, and websites.

Geotargeting & Localization

Supports custom country and language codes for accurate geo-targeted search results worldwide.

Stealth Anti-Bot Engine

Runs via Playwright stealth browser context with Canvas noise and Webdriver anti-detection scripts.

Usage Examples

Templates & workflows

3 Templates

Basic Keyword Search

Extracts organic rankings, AI Overviews, and PAA questions for a target search query in India.

Input Configurationjson

{
  "country": "in",
  "keyword": "top interior designers in bangalore",
  "language": "en",
  "maxPages": 1,
  "extractLocalPack": true
}

Multi-Page US Tech Audit

Performs a 3-page deep crawl for tech keywords in the US region without local map cards.

Input Configurationjson

{
  "country": "us",
  "keyword": "best cloud hosting providers",
  "language": "en",
  "maxPages": 3,
  "extractLocalPack": false
}

Local Business Map Sweep

Scrapes SERP listings and Local Pack map cards for local services.

Input Configurationjson

{
  "country": "us",
  "keyword": "dentist in new york",
  "language": "en",
  "maxPages": 1,
  "extractLocalPack": true
}

README

Google Search Results Scraper

Extract comprehensive Google Search Engine Results Pages (SERP) data including organic web rankings, AI Overviews, People Also Ask (PAA) questions, Knowledge Graph entity panels, and Local Pack map business listings.

The best free alternative to SerpApi, ValueSERP, DataForSEO, and expensive SERP APIs.

🎯 Target Audience

SEO Specialists & Agencies: Monitor keyword rankings, organic visibility, and SERP feature occurrences.
Content Marketers: Extract AI Overview summaries and People Also Ask questions for topic research and content optimization.
Competitor Analysts: Track organic competitors, Knowledge Graph attributes, and top-ranking web pages.
Lead Generation & Local Marketers: Extract Local Pack business map cards with ratings, phone numbers, and websites.
Market Researchers: Aggregate search results across different countries and languages for geo-targeted analysis.

🚀 Key Features

1. Complete SERP Feature Extraction

Pulls organic search rankings, AI Overviews, People Also Ask questions, Knowledge Graph cards, and Local Pack listings in a single structured sweep.

2. AI Overview & Source Attribution

Extracts Google AI Mode generated text along with cited reference article links and explicit brand attribution (e.g. YouTube, MakeMyTrip, IMDb).

3. Geotargeting & Localization

Supports country (country) and language (language) parameters to retrieve accurate localized search results from any region worldwide.

4. Rich Knowledge Graph & Local Pack Cards

Captures entity descriptions, key attributes, social profile links, and local business map details (ratings, review counts, address, phone, website).

5. Resumable Checkpoints & Anti-Bot Protection

Uses stealth Playwright browser contexts to bypass bot detection while supporting checkpoint pausing and resuming across multi-page crawls.

📊 Comparison with Alternatives

Feature	Google Search Results Scraper	SerpApi ($75/mo)	ValueSERP ($49/mo)	Traditional DOM Scraper
Cost per 1,000 Searches	FREE (Compute only)	~$3.00	~$1.50	FREE (Compute only)
AI Overview Extraction	✅ Full Text + Sources	✅ Yes	❌ Partial	❌ Unreliable
People Also Ask (PAA)	✅ Yes	✅ Yes	✅ Yes	❌ Partial
Knowledge Graph Cards	✅ Yes	✅ Yes	✅ Yes	❌ No
Local Pack Business Data	✅ Yes	✅ Yes	✅ Yes	❌ Partial
Geotargeting (Country/Lang)	✅ Yes	✅ Yes	✅ Yes	❌ Hardcoded

📥 Sample Input Configuration

Terminal / Code

{
  "keyword": "top interior designers in bangalore",
  "country": "in",
  "language": "en",
  "maxPages": 1,
  "extractLocalPack": true
}

How does this automation workflow operate?

This workflow executes natively within your local or peer BrowserMesh node using real Chromium browser automation. It navigates dynamically rendered single-page applications, executes interaction logic, avoids cloud proxy fees, and extracts clean structured datasets directly to your local machine with complete security and privacy.

Why run this workflow with BrowserMesh instead of traditional cloud scrapers?

Unlike legacy cloud scraping APIs that impose expensive per-request markups and risk IP bans, BrowserMesh routes execution through authentic residential environments. You pay zero cloud data transfer fees, experience full anti-bot stealth emulation, and retain 100% ownership of your extracted datasets without vendor lock-in.

Install & Info

Current Versionv1.0.1

AuthorBrowserMesh

Released2 months ago

Total Installs5

Total Views545

Jobs Executed50

Compatibility

Windows

Web

Linux

Android

Resources & Links

BrowserMesh Docs

Sample Output

Live Execution Preview

4 records · 7 nested fields · real execution preview

	url	type	title	snippet	position	page_number	displayed_url
1	www.example.com/top-designers-bangalore	organic_result	Top Interior Designers in Bangalore - Reviews & Portfolio	Discover the best interior design firms in Bangalore with verified customer ratings and project portfolios.	1	1	www.example.com
2	—	ai_overview	—	—	—	—	—
3	—	people_also_ask	—	—	—	—	—
4	—	local_pack	Decorpot Interior Designers	—	—	—	—

4 records

7 fields (nested)

Sample preview

Input Parameters

Parameter	Type	Required	Description
keyword	string	Yes	Search term or product keyword
marketplace	string	Yes	Amazon marketplace domain (e.g., amazon.com)
maxPages	number	No	Max pages to process (default: 1)
sortBy	select	No	Sort by: price_asc, price_desc, rating
minRating	number	No	Minimum product rating (1-5)

Cross-Verification Ecosystem

Recommended Automation & SEO Tools

Combine complementary browser automation and auditing workflows to verify site health, infrastructure, and search engine crawlability with 100% local execution.

Free Utility

Broken Link Checker & 404 Analyzer

Scan websites and XML sitemaps to detect 404 dead links, broken anchors, and redirect loops with zero cloud markups.

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Infrastructure

Website Hosting & CDN Detector

Discover who hosts any website. Detect cloud infrastructure, CDN edge networks, IP geo, and DNS routing instantly.

Audit with this tool

SEO Tool

Technical SEO & Visual Site Auditor

Audit on-page SEO factors, meta tags, heading structures, Core Web Vitals, and SERP snippet previews with local privacy.

Audit with this tool

Support & Resources

Need help getting started?

Explore our comprehensive guides or reach out directly to our engineering support team.

DocumentationGuides & API reference

Contact Support24/7 Engineer help

Core Capabilities

Source Extraction

Extracts Google AI Mode responses along with cited reference article links and explicit source brand tags.

Full SERP Organic Rankings

Scrapes organic web result titles, URLs, displayed domains, snippets, and SERP positions.

Local Pack & Map Cards

Extracts local business map listings including ratings, review counts, addresses, phone numbers, and websites.

Geotargeting & Localization

Supports custom country and language codes for accurate geo-targeted search results worldwide.

Stealth Anti-Bot Engine

Runs via Playwright stealth browser context with Canvas noise and Webdriver anti-detection scripts.

README

Google Search Results Scraper

The best free alternative to SerpApi, ValueSERP, DataForSEO, and expensive SERP APIs.

🎯 Target Audience

SEO Specialists & Agencies: Monitor keyword rankings, organic visibility, and SERP feature occurrences.
Content Marketers: Extract AI Overview summaries and People Also Ask questions for topic research and content optimization.
Competitor Analysts: Track organic competitors, Knowledge Graph attributes, and top-ranking web pages.
Lead Generation & Local Marketers: Extract Local Pack business map cards with ratings, phone numbers, and websites.
Market Researchers: Aggregate search results across different countries and languages for geo-targeted analysis.

🚀 Key Features

1. Complete SERP Feature Extraction

Pulls organic search rankings, AI Overviews, People Also Ask questions, Knowledge Graph cards, and Local Pack listings in a single structured sweep.

2. AI Overview & Source Attribution

Extracts Google AI Mode generated text along with cited reference article links and explicit brand attribution (e.g. YouTube, MakeMyTrip, IMDb).

3. Geotargeting & Localization

Supports country (country) and language (language) parameters to retrieve accurate localized search results from any region worldwide.

4. Rich Knowledge Graph & Local Pack Cards

Captures entity descriptions, key attributes, social profile links, and local business map details (ratings, review counts, address, phone, website).

5. Resumable Checkpoints & Anti-Bot Protection

Uses stealth Playwright browser contexts to bypass bot detection while supporting checkpoint pausing and resuming across multi-page crawls.

📊 Comparison with Alternatives

Feature	Google Search Results Scraper	SerpApi ($75/mo)	ValueSERP ($49/mo)	Traditional DOM Scraper
Cost per 1,000 Searches	FREE (Compute only)	~$3.00	~$1.50	FREE (Compute only)
AI Overview Extraction	✅ Full Text + Sources	✅ Yes	❌ Partial	❌ Unreliable
People Also Ask (PAA)	✅ Yes	✅ Yes	✅ Yes	❌ Partial
Knowledge Graph Cards	✅ Yes	✅ Yes	✅ Yes	❌ No
Local Pack Business Data	✅ Yes	✅ Yes	✅ Yes	❌ Partial
Geotargeting (Country/Lang)	✅ Yes	✅ Yes	✅ Yes	❌ Hardcoded

📥 Sample Input Configuration

Terminal / Code

{
  "keyword": "top interior designers in bangalore",
  "country": "in",
  "language": "en",
  "maxPages": 1,
  "extractLocalPack": true
}

url

type

title

snippet

position

page_number

displayed_url

www.example.com/top-designers-bangalore

organic_result

Top Interior Designers in Bangalore - Reviews & Portfolio

Discover the best interior design firms in Bangalore with verified customer ratings and project portfolios.

www.example.com

—

ai_overview

—

people_also_ask

—

local_pack

Decorpot Interior Designers

—

Parameter

Type

Required

Description

keyword

string

Yes

Search term or product keyword

marketplace

string

Yes

Amazon marketplace domain (e.g., amazon.com)

maxPages

number

Max pages to process (default: 1)

sortBy

select

Sort by: price_asc, price_desc, rating

minRating

number

Minimum product rating (1-5)