Generate job application icebreakers with GPT-4 and Indeed data from Google Sheets

Part two of the Indeed Job Scraper, Filter, and Enrichment workflow, this workflow takes information about the scraped and filtered job listings on Indeed via Apify, which is stored in Google Sheets to generate a customized, five-line email icebreaker that implies the rest of the icebreaker is personalized. Personalized IJSFE (Indeed Job Scraper For Enrichment). ++ I am an engineering student, so I love my acronyms.

Benefits

Instant Icebreaker Generation - Convert hours of research, copywriting and personalization into seconds automatically Live Integration - Generate and send personalized icebreakers whenever, wherever Virtually Complete Automation - From research into company and job description to personalized response with the AI solution, this workflow does it in a click. Professional Presentation - Because the chatbot has context about the company and the job listing, it generates an icebreaker that makes the reader think that there was some research done

How It Works

1. Google Sheets Search:

- Google sheets node fetches all rows where the icebreaker column is empty - Each row is an item returned that contains information about the company and the job listing

2. AI Personalization:

- Uses sophisticated GPT-4 prompting - Converts a bunch of information about a job posting and company into a customized, five-line personalized email icebreaker - Applies a consistent and casual tone automatically to seem more human-written