Description
This AI-powered workflow automatically extracts company data from LinkedIn using Bright Data and converts it into compelling, publication-ready company stories with Google Gemini. It eliminates the need for manual research, formatting, or writing β delivering structured narratives from just a LinkedIn URL.
π₯ Who Is This For
π Researchers & Analysts
To quickly generate structured profiles of target companies
π§² Sales Teams
To create company summaries for prospecting and outreach
βοΈ Content Creators
To auto-generate intros and overviews for company-based content
π§βπ» Startup Founders
To research competitors or industry peers at scale
π’ PR & Marketing Professionals
To craft branded company descriptions for campaigns or press
βοΈWhat Problem Does It Solve
β³ Manual company research is time-consuming and repetitive
π LinkedIn data is unstructured and difficult to summarize
π No easy or scalable way to turn profiles into clean narratives
π‘ The Solution
This agent automates LinkedIn research and storytelling using scraping + AI:
π Accepts a LinkedIn URL or search term
π οΈ Uses Bright Data to extract raw HTML from the company profile
π Parses and retrieves key fields (about, size, industry, HQ, etc.)
π§ Uses Gemini to write a clean, natural-language company story
π€ Sends the final story via webhook, email, or saves to Notion/Sheets
βοΈ How It Works β The Process
π¨ Trigger Input
Receives a LinkedIn company URL or search keyword
π LinkedIn Scraping
Uses Bright Dataβs unlocker to extract clean HTML content
π§Ύ Data Parsing
Pulls structured info like size, industry, HQ, and about section
π§ AI Story Generation
Gemini writes a concise and compelling narrative
π¬ Output Delivery
Sends the output via webhook, email, or to Notion/Google Sheets
β Why It Matters
This workflow turns LinkedIn β the worldβs largest company directory β into an AI-powered story engine. By combining Bright Dataβs scraping capabilities with Geminiβs language generation, it provides a fast, scalable, and zero-effort solution for generating clean company narratives.









