Latenode
Google Programmable Search Engine
Webhook

Automated Google search data extraction and summarization

This Latenode automation workflow allows professionals and teams to quickly extract, clean, summarize, and format data from Google Search results using Bright Data's web scraping API and natural language processing models.

The workflow automates the entire process, from setting the Google search query to sending a concise, structured summary to a webhook or other system for further analysis and use. This solution eliminates the manual effort required to gather insights from Google Search, providing real-time, AI-enhanced data that can inform decision-making, content creation, market research, and more.

Updated Apr 6, 2026Est. run: 26sEst. cost: $0.0703
How Latenode estimates time and cost

Latenode bills workflow runs in credits: 1 credit = 30 seconds of processing. Minimum charge per run depends on your plan. Plug-and-Play (PnP) AI nodes are billed separately—each PnP token is $1 USD, charged pay-as-you-go at vendor cost plus a small processing fee, with no API keys required.

Full pricing — how credits work →
Scraping & data collection

Workflow preview

What this template does

  • Extracts search data from Google Programmable Search Engine
  • Cleans and normalizes the extracted data
  • Summarizes the search results using natural language processing
  • Delivers the summary to a webhook integration for further analysis
  • Provides a structured data output ready for use in other systems

How it works

1
Trigger

Configure Google Search

The workflow starts by allowing the user to set the Google search query that they want to extract and summarize data from.

2
Action

Scrape Google Search Results

Using Bright Data's web scraping API, the workflow then extracts the full content of the Google search results pages, including text, images, and other structured data.

3
AI

Extract Search Result Text

The workflow utilizes natural language processing models to extract the most relevant text content from the scraped Google search results.

4
AI

Summarize Search Results

The extracted text is then processed by language models to generate a concise, AI-enhanced summary of the key insights and information from the Google search results.

5
Action

Send Summary to Webhook

Finally, the formatted and structured summary is dispatched to a webhook or other system for further analysis, decision-making, or integration into other business processes.

Setup guide

1

Add Bright Data credential

1. Go to the Latenode Credentials panel and add a new Bright Data credential. Enter your Bright Data API key.

2

Configure the Google Search query

1. Add a 'Google Search Expert AI Agent' node to your workflow. 2. In the node settings, enter the Google search query you want to perform.

3

Set up the webhook destination

1. Add a 'Webhook' node to your workflow. 2. In the node settings, enter the URL of the webhook where you want to send the summarized search results.

4

Customize the summary format

1. In the 'Chain Summarization' node, you can adjust the summary length and formatting options to tailor the output to your needs.

5

Test the workflow

1. Click the 'Test workflow' button to run the automation and send the summarized search results to the configured webhook.

Requirements

Bright Data API key and account access to perform web scraping
Google Programmable Search Engine API key and access to retrieve search results
Webhook URL or integration to send the summarized data to a downstream system
Latenode workspace with JavaScript and headless-browser nodes to run the automation

FAQ

Common questions about this template

Each run uses credits on your Latenode plan. We charge for processing time (1 credit = 30 seconds). Your actual cost depends on your plan and how long the run takes. See pricing plans for plans and how credits work.
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