Analyze Search Intent for Keywords with Google Scraping, Bright Data, and Gemini AI

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Built by Zacharia Kimotho Zacharia Kimotho
Created on June 05, 2026

Description

What it does
This workflow scrapes the top 10 pages on SERP and conducts an in-depth analysis of the keyword intent for each ranking keyword, saving the information to a Google Sheet for further analysis.

How does this workflow work?

We add our keywords and country code to a Google sheet that we need to monitor and research on
Run the system
Scrape the top 10 pages
Analyze the intents of the top 10 and update to a Google sheet

Technical Setup
Make a copy of this G sheet
Add your desired keywords to the Google sheet
Map keyword and country code
Update the Zone name to match your zone on Bright Data
Run the scraper

Upon successful scraping, we run an intent classifier to determine the intents for each ranking page and update the G sheet.

Setting up the Serp Scraper in Bright Data

On Bright Data, go to the Proxies & Scraping tab
Under SERP API, create a new zone
Give it a suitable name and description. The default is serp_api
Add this to your account
Add your credentials as a header credential

Nodes Used (4)

Google Gemini Chat Model
@n8n/n8n-nodes-langchain.lmChatGoogleGemini
Google Sheets
n8n-nodes-base.googleSheets
HTTP Request
n8n-nodes-base.httpRequest
Text Classifier
@n8n/n8n-nodes-langchain.textClassifier