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Google Search Scraper for CSV Exports

This Google Search scraper turns Google result pages into a structured CSV for SEO research, competitor monitoring, and market intelligence. Import the template into the UScraper local desktop app, run the bundled pagination loop, and export ranking, title, URL, snippet, domain, and diagnostic HTML without building a SERP API integration.

Output

CSV

Columns

6

Pages

10 URLs

Waits

Built in

Template

Free

At a glance

Export Google results without an API

The workflow starts with known Google Search URLs using num=10, hl=en, gl=us, personalization disabled, and start offsets from 0 through 90. UScraper navigates each URL, waits for page load, runs a short consent-button helper, waits for the page body, and then uses Structured Export to collect rows.

Because Google can return normal listings, consent pages, CAPTCHA screens, or alternate markup, the export is intentionally defensive. It reads candidate result anchors when they are available and also captures a page-body diagnostic row when the run lands on a blocked or unusual page. That makes empty files less likely and gives your team evidence to troubleshoot pacing, location, or selector drift.

SERP rows ready for spreadsheets

Export ranking, title, URL, snippet, domain, and HTML so SEO analysts can filter, deduplicate, and annotate Google results in Excel, Sheets, or BI tools.

First 10 pages in one run

The Navigate block includes 10 Google pagination URLs, and Loop Continue advances through them with append mode enabled.

Local desktop workflow

The browser session runs on your machine and the CSV lands in the folder configured in Structured Export.

Best-effort diagnostics

Body-level fallback capture helps identify consent, bot-check, or markup-change pages instead of silently producing nothing.

Who this is for

Teams that need Google SERP data

SEO teams

Rank checks

Favorable to scraping

Collect Google Search result snapshots for priority keywords, compare domains across pages, and keep a CSV record of what the SERP looked like during a campaign review.

Agencies

Client reporting

Favorable to scraping

Build repeatable Google results scraper runs for approved queries, then join ranking and domain data with crawl, backlink, or content inventory sheets.

Researchers

Market maps

Favorable to scraping

Download Google search results for topic landscapes, publisher discovery, and competitor monitoring without writing Python or managing API keys.


How to use

Run the Google Search scraper

1

Download and import

Download the hosted JSON template, import it into UScraper, and open the workflow graph before the first run.

2

Replace the search URLs

Edit the Navigate URLs with your approved query, language, country, and start offsets. Keep the first test to one or two pages before expanding the loop.

3

Review the export folder

Structured Export writes google-search-scraper.csv with headers and append mode. Change the save location if your team keeps research files in a shared workspace.

4

Run the browser flow

UScraper navigates, waits for load, tries common consent buttons, sleeps briefly, waits for body, and then exports rows.

5

Open the CSV

Check row counts, look for diagnostic rows, and verify the top results manually before using the file in reporting or downstream analysis.

Automation path inside the template

  1. 1

    Navigate

    Open the list of Google Search pagination URLs, one offset at a time.

  2. 2

    Wait, consent, and settle

    Wait for page load, click common consent controls when visible, sleep briefly, then confirm the page body is present.

  3. 3

    Structured export

    Append ranking, title, url, description, domain, and html into one CSV.

  4. 4

    Loop continue

    Advance to the next URL until the configured pagination list is complete.

Output preview

CSV columns produced by the template

The export focuses on fields analysts usually need for a Google SERP review. The html column is capped for practicality and helps debug unusual result modules or blocked pages.

rankingtitleurldescriptiondomainhtml
1Google Search Results Scraper - No-Code SERP Exporthttps://example.com/google-serp-scraperExport organic Google rankings, snippets, and URLs into a CSV for SEO reports.example.com<div class="MjjYud">...
2How to scrape Google search results for researchhttps://example.org/tutorial/google-search-resultsA practical guide to collecting SERP data while respecting rate limits and policies.example.org<div class="g">...
page_1_diagnosticGoogle Searchhttps://www.google.com/search?q=google+search+scraper...Consent or alternate page body captured for troubleshooting.google.com<body>...
google-search-scraper.csv
CSV - UTF-8 - Append

Column

ranking

Organic position computed from the current Google start offset, or a diagnostic page marker.

Column

title

Result headline text, or the document title when the body fallback fires.

Column

url

Resolved outbound URL after unwrapping Google redirect parameters when possible.

Column

description

Snippet text from the surrounding result card, capped for clean CSV handling.

Column

domain

Hostname normalized from the resolved result URL.

Column

html

A capped HTML fragment for selector QA and blocked-page diagnosis.

Sample rows

2 of many

rankingtitleurldescriptiondomainhtml
1Google Search Results Scraper - No-Code SERP ExportExport organic Google rankings, snippets, and URLs into a CSV for SEO reports.example.com<div class="MjjYud">...
2How to scrape Google search results for researchA practical guide to collecting SERP data while respecting rate limits and policies.example.org<div class="g">...
Headers included - each pagination URL appends underneath

Comparison

Local scraper vs cloud SERP tools

OptionGood fitTrade-off
UScraper Google Search templateNo-code teams that want Google Search to CSV from a local desktop appBest-effort browser automation; may need manual handling for verification
Google Custom Search JSON APIDeveloper teams with an approved API use caseRequires code, quotas, and may not mirror the open Google SERP exactly
Hosted SERP APIsHigh-volume pipelines with vendor-managed infrastructureQueries and results pass through a third party and usually bill by request

Pair this template with the Google SERP scraper for simpler single-page exports, the Google News Keyword Scraper for news panels, the Bing Search Results Scraper for cross-engine checks, and the full UScraper template library when collected URLs need deeper extraction.


Frequently asked questions

Automating Google Search can conflict with Google Terms of Service, robots rules, publisher rights, privacy rules, or local law even when results look public. Keep volume low, do not bypass CAPTCHAs or access controls, avoid reselling verbatim SERP copies, and get legal review before commercial reuse.

Before you run

Practical limits to plan around

Guardrails for reliable Google Search exports

Rate limits

Google may slow, challenge, or block frequent requests

Keep batches modest, avoid parallel runs, and treat CAPTCHA or verification screens as a stop sign for unattended automation.

Layout drift

Search result markup changes over time

Empty titles, missing snippets, or many diagnostic rows usually mean Google changed the page or returned a different result layout. Re-test one URL before scaling again.

Compliance

CSV output still needs responsible use

Review Google policies, robots guidance, client contracts, and your internal acceptable-use rules before republishing snippets or building commercial datasets.

Download the JSON template from this page, install the desktop app from uscraper.io/download, and use this workflow whenever you need to export Google search results into a reviewable local CSV.

Get Started

Download and use this template instantly

$50Free

What's Included

  • Template JSON file ready to import
  • Pre-configured scraping nodes
  • Works with UScraper desktop app

Open-source templates

UScraper templates are open source. Improve this workflow or contribute a new one to help the community grow.

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