Extract & analyze brand content with Bright Data and Google Gemini

Who this is for? The Brand Content Extract, Summarization & Sentiment Analysis workflow is designed for professionals and teams who need to monitor, understand, and act on public brand perception at scale. It is ideal for: 1. Brand Managers - Looking to track how their brand is portrayed online. 2. Marketing Analysts - Seeking insights from competitor and industry content. 3. PR & Communications Teams - Evaluating media tone and potential reputation risks. 4. Data Scientists & AI Developers - Automating content intelligence pipelines. 5. Growth Hackers - Performing large-scale web listening for campaign optimization. What problem is this workflow solving? Manually tracking and interpreting how your brand is mentioned across blogs, news sites, or product reviews is labor-intensive and unscalable. Traditional scraping tools return raw data but lack insights like summarization, sentiment analysis etc. This workflow addresses: - Scalable extraction of brand-related content using Bright Data's infrastructure. - Textual data extract for easy decision-making or alerting. - Automated summarization of verbose or multi-paragraph articles using Gemini. - Sentiment analysis of how a brand is being portrayed. What this workflow does - Receives input: A brand URL for the data extraction and analysis. - Uses Bright Data's Web Unlocker to extract content from relevant sites. - Cleans and preprocesses the scraped content for readability. - Sends the content to Google Gemini for: - Enriched results including: - Cleaned content - Summary - Sentiment Analysis - Sends the response to a target system via Webhook notification - Perists the response to disk 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 URL and Bright Data Zone for setting the brand content URL and the Bright Data Zone name. - Update the Webhook HTTP Request node with the Webhook endpoint of your choice. How to customize this workflow to your needs - Update Source : Update the workflow input to read from Google Sheet or Airbase for dynamically tracking multiple brands or topics. - AI Prompt Customization : Tailor Gemini prompts for: - Summary length (brief vs. detailed) - Detailed Sentiment with the custom structured data format. - Brand-specific tone detection (e.g., trust, excitement, dissatisfaction) - Output Destinations: Configure the output node to send the responses to various platforms, such as Slack, CRM systems, or databases.