Google SERP + Trends and Recommendations with Bright Data & Google Gemini

Who this is for?

Google SERP Tracker + Trends and Recommendations is an AI-powered n8n workflow that extracts Google search results via Bright Data, parses them into structured JSON using Google Gemini, and generates actionable recommendations and search trends. It outputs CSV reports and sends real-time Webhook notifications.

This workflow is ideal for:

SEO Agencies needing automated rank & trend tracking

Growth Marketers seeking daily/weekly search-based insights

Product Teams monitoring brand or competitor visibility

Market Researchers performing search behavior analysis

No-code Builders automating search intelligence workflows

What problem is this workflow solving?

Traditional tracking of search engine rankings and search trends is often fragmented and manual. Analyzing SERP changes and trends requires:

Manual extraction or using unstable scrapers

Unstructured or cluttered HTML data

Lack of actionable insights or recommendations

This workflow solves the problem by:

Automating real-time Google SERP data extraction using Bright Data

Structuring unstructured search data using Google Gemini LLM

Generating actionable recommendations and trends

Exporting both CSV reports automatically to disk for downstream use

Notifying external systems via Webhook

What this workflow does

Accepts search input, zone name, and webhook notification URL

Uses Bright Data to extract Google Search Results

Uses Google Gemini LLM to parse the SERP data into structured JSON

Loops over structured results to:

Extract recommendations

Extract trends

Saves both as .csv files (example below):

Google_SERP_Recommendations_Response_2025-06-10T23-01-50-650Z.csv

Google_SERP_Trends_Response_2025-06-10T23-01-38-915Z.csv

Sends a Webhook with the summary or file reference

LLM Usage

Google Gemini LLM handles:

Parsing Google Search HTML into structured JSON

Summarizing recommendation data

Deriving trends from the extracted SERP metadata

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. A Google Gemini API key (or access through Vertex AI or proxy). Update the Set input fields with the search criteria, Bright Data Zone name, Webhook notification URL.

How to customize this workflow to your needs

Input Customization

Set your target keyword/phrase in the search field

Add your webhook_notification_url for external triggers or notifications

SERP Source

You can extend the Bright Data search logic to include other engines like Bing or DuckDuckGo.

Output Format

Edit the .csv structure in the Convert to File nodes if you want to include/exclude specific columns.

LLM Prompt Tuning

The Gemini LLM prompt inside the Recommendation or Trends extractor nodes can be fine-tuned for domain-specific insight (e.g., SEO vs eCommerce focus).