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Extract & summarize Bing Copilot search results with Gemini AI and Bright Data

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Extract & summarize Bing Copilot search results with Gemini AI and Bright Data preview
Open on n8n.io

Important notice

This workflow is provided as-is. Please review and test before using in production.

1. Workflow Overview

Who is this for? This workflow automates the process of querying Bing's Copilot Search, extracting structured data from the results, summarizing the information, and sending a notification via webh...

Best for

  • Market Research automation workflows
  • AI Summarization automation workflows
  • advanced n8n builders looking for reusable templates

Tools used

n8n-nodes-base.manualtrigger, @n8n/n8n-nodes-langchain.lmchatgooglegemini, @n8n/n8n-nodes-langchain.documentdefaultdataloader, @n8n/n8n-nodes-langchain.textsplitterrecursivecharactertextsplitter, n8n-nodes-base.if, n8n-nodes-base.set, n8n-nodes-base.httprequest, @n8n/n8n-nodes-langchain.outputparserstructured

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Ranjan Dailata.

Original n8n.io source

1.1 Workflow description

Title
Extract & summarize Bing Copilot search results with Gemini AI and Bright Data
Workflow name
Extract & summarize Bing Copilot search results with Gemini AI and Bright Data

Who is this for?

This workflow automates the process of querying Bing's Copilot Search, extracting structured data from the results, summarizing the information, and sending a notification via webhook. It leverages the Microsoft Copilot to retrieve search results and integrates AI-powered tools for data extraction and summarization.

What problem is this workflow solving?

  1. Data Analysts and Researchers: Who need to gather and summarize information from Bing search results efficiently.​

  2. Developers and Engineers: Looking to integrate Bing search data into applications or services.​

  3. Digital Marketers and SEO Specialists: Interested in monitoring search engine results for specific keywords or topics.

What this workflow does

Manually extracting and summarizing information from search engine results can be time-consuming and error-prone. This workflow automates the process by:​

  1. Performing Bing searches using Bright Data's Bing Search API.​

  2. Extracting structured data from the search results.​

  3. Summarizing the extracted information using AI tools.​

  4. Sending the summarized data to a specified endpoint via webhook.

Setup

  • Sign up at Bright Data.
  • Navigate to Proxies & Scraping and create a new Web Unlocker zone by selecting Web Unlocker API under Scraping Solutions.
  • In n8n, configure the Header Auth account under Credentials (Generic Auth Type: Header Authentication). The Value field should be set with the Bearer XXXXXXXXXXXXXX. The XXXXXXXXXXXXXX should be replaced by the Web Unlocker Token.
  • In n8n, configure the Google Gemini(PaLM) Api account with the Google Gemini API key (or access through Vertex AI or proxy).
  • Update the Perform a Bing Copilot Request node with the prompt you wish to perform the search.
  • Update the Structured Data Webhook Notifier node with the Webhook endpoint of your choice.
  • Update the Summary Webhook Notifier node with the Webhook endpoint of your choice.

How to customize this workflow to your needs

  1. Modify Search Queries: Adjust the search terms to target different topics or keywords.​

  2. Change Data Extraction Logic: Customize the extraction process to capture specific data points from the search results.​

  3. Alter Summarization Techniques: Integrate different AI models or adjust parameters to change how summaries are generated.​

  4. Update Webhook Endpoints: Direct the summarized data to different endpoints as required.​

  5. Schedule Workflow Runs: Set up automated triggers to run the workflow at desired intervals.

1.2 Logical Blocks

This catalog entry is organized from the workflow JSON. The node-level section below shows the executable blocks available for review before importing the template.

2. Block-by-Block Analysis

Block 1 - When clicking ‘Test workflow’

Type / Role
n8n-nodes-base.manualTrigger - manualTrigger
Config choices
Version 1

Block 2 - Google Gemini Chat Model

Type / Role
@n8n/n8n-nodes-langchain.lmChatGoogleGemini - lmChatGoogleGemini
Config choices
Version 1

Block 3 - Default Data Loader

Type / Role
@n8n/n8n-nodes-langchain.documentDefaultDataLoader - documentDefaultDataLoader
Config choices
Version 1

Block 4 - Recursive Character Text Splitter

Type / Role
@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter - textSplitterRecursiveCharacterTextSplitter
Config choices
Version 1

Block 5 - If

Type / Role
n8n-nodes-base.if - if
Config choices
Version 2.2

Block 6 - Set Snapshot Id

Type / Role
n8n-nodes-base.set - set
Config choices
Version 3.4

Block 7 - Download Snapshot

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.2

Block 8 - Google Gemini Chat Model1

Type / Role
@n8n/n8n-nodes-langchain.lmChatGoogleGemini - lmChatGoogleGemini
Config choices
Version 1

Block 9 - Structured Output Parser

Type / Role
@n8n/n8n-nodes-langchain.outputParserStructured - outputParserStructured
Config choices
Version 1.2

Block 10 - Check on the errors

Type / Role
n8n-nodes-base.if - if
Config choices
Version 2.2

Block 11 - Sticky Note

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 12 - Sticky Note1

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 13 - Check Snapshot Status

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.2

Block 14 - Structured Data Extractor

Type / Role
@n8n/n8n-nodes-langchain.chainLlm - chainLlm
Config choices
Version 1.6

Block 15 - Concise Summary Creator

Type / Role
@n8n/n8n-nodes-langchain.chainSummarization - chainSummarization
Config choices
Version 2

Block 16 - Wait for 30 seconds

Type / Role
n8n-nodes-base.wait - wait
Config choices
Version 1.1

Block 17 - Structured Data Webhook Notifier

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.2

Block 18 - Summary Webhook Notifier

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.2

Block 19 - Perform a Bing Copilot Request

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.2

3. Summary Table

Workflow Extract & summarize Bing Copilot search results with Gemini AI and Bright Data
Complexity advanced
Nodes 19
Categories Market Research, AI Summarization
Author Ranjan Dailata
Published 13 Apr 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/3536/3536.json as the source template for this automation.

  2. 2. Import the template into n8n

    Open n8n, import the downloaded JSON, and review each node before activating the workflow.

  3. 3. Configure credentials and variables

    Replace placeholder credentials, API keys, webhook URLs, account IDs, and environment-specific values with your own settings.

  4. 4. Test with sample data

    Run the workflow manually or in a staging workspace, inspect node output, and confirm downstream systems receive the expected data.

  5. 5. Activate and monitor

    Enable the workflow only after testing, then monitor executions, errors, and rate limits during the first production runs.

5. General Notes & Resources

Review imported nodes carefully before activation. This catalog entry is intended to help you inspect the workflow structure, understand required services, and find related templates faster.

Node names, credentials, schedules, webhook paths, and external service limits may need adjustment for your workspace.

Frequently asked questions

What does Extract & summarize Bing Copilot search results with Gemini AI and Bright Data do?

Who is this for? This workflow automates the process of querying Bing's Copilot Search, extracting structured data from the results, summarizing the information, and sending a notification via webh...

What do I need before importing this workflow?

Review the workflow JSON, configure any required credentials in n8n, and test the automation in a safe workspace before using it in production.

Can I customize this workflow?

Yes. Use the block-by-block analysis and the downloadable JSON to inspect each node, then adjust credentials, prompts, schedules, filters, or destinations for your Market Research, AI Summarization use case.