Indeed data scraper & summarization with Airtable, Bright Data & Google Gemini

Who this is for? Indeed Data Scraper & Summarization with Airtable, Bright Data and Google Gemini is an automated workflow that extracts company profile information from Indeed using Bright Data Web Unlocker, transforms the data using Google Gemini's LLM, and forward the transformed response with the summary to a specified webhook for downstream use.

This workflow is tailored for:

- Recruiters and HR teams who want quick summaries of companies listed on Indeed.

- Market researchers and analysts needing structured insights into businesses.

- Founders, investors, and consultants scouting potential competitors, partners, or clients.

- No-code enthusiasts looking to automate data extraction and enrichment pipelines without manual scraping or parsing.

What problem is this workflow solving? Manually gathering structured information about companies on Indeed is time-consuming and inconsistent. Pages vary in structure, and extracting clean, digestible summaries can require technical scraping expertise.

This workflow automates: