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Automate Your Job Search Using AI (Indeed, LinkedIn, ZipRecruiter)

By Jono Catliff

28 min video·en··105429 views

This is an AI-generated summary of Automate Your Job Search Using AI (Indeed, LinkedIn, ZipRecruiter) — a 28 min YouTube video by Jono Catliff, published October 12, 2025. It condenses the full transcript into 9 key takeaways with clickable timestamps.

Summary

This video demonstrates how to build an automated workflow using NAD, Appify, and OpenAI to efficiently scrape job listings, score them based on relevance, generate custom cover letters, and organize all data in a Google Sheet to streamline the job application process.

Key Points

  • The video introduces an automated workflow using NAD to efficiently apply for jobs by pulling listings from various sites, scoring them, generating cover letters with AI, and organizing them in a Google Sheet. 
  • All scraped job data, including the AI score and generated cover letter, is then automatically appended or updated into a Google Sheet, using the job URL as a unique identifier. 
  • The Google Sheet acts as a centralized database, allowing users to quickly review, filter, and apply to high-scoring jobs with pre-generated cover letters. 
  • The first step involves setting up a scheduled trigger in NAD to automatically pull job listings at a desired interval, such as daily at 8 AM. 
  • Job scraping is performed using Appify.com, which offers free credits to scrape thousands of listings monthly from platforms like Indeed, LinkedIn, and Upwork. 
  • After scraping, the workflow uses an OpenAI integration in NAD to score job listings on a 1-10 basis, based on user-defined criteria like resume fit, salary, remote option, and benefits. 
  • The OpenAI integration also generates personalized cover letters for each job by analyzing the job description and the candidate's resume. 
  • To expand the automation, users can duplicate the workflow for different job queries (e.g., "digital marketing" vs. "SEO") and for various job platforms beyond Indeed, such as LinkedIn, ZipRecruiter, and Google Jobs. 
  • This automation aims to save hours daily by presenting pre-vetted jobs with ready-to-use cover letters, significantly streamlining the job search and application process. 
Automate Your Job Search Using AI (Indeed, LinkedIn, ZipRecruiter)

Automate Your Job Search Using AI (Indeed, LinkedIn, ZipRecruiter)

This video demonstrates how to build an automated workflow using NAD, Appify, and OpenAI to efficiently scrape job listings, score them based on relevance, generate custom cover letters, and organize all data in a Google Sheet to streamline the job application process.

Key Points

The video introduces an automated workflow using NAD to efficiently apply for jobs by pulling listings from various sites, scoring them, generating cover letters with AI, and organizing them in a Google Sheet.
All scraped job data, including the AI score and generated cover letter, is then automatically appended or updated into a Google Sheet, using the job URL as a unique identifier.
The Google Sheet acts as a centralized database, allowing users to quickly review, filter, and apply to high-scoring jobs with pre-generated cover letters.
The first step involves setting up a scheduled trigger in NAD to automatically pull job listings at a desired interval, such as daily at 8 AM.
Job scraping is performed using Appify.com, which offers free credits to scrape thousands of listings monthly from platforms like Indeed, LinkedIn, and Upwork.
After scraping, the workflow uses an OpenAI integration in NAD to score job listings on a 1-10 basis, based on user-defined criteria like resume fit, salary, remote option, and benefits.
The OpenAI integration also generates personalized cover letters for each job by analyzing the job description and the candidate's resume.
To expand the automation, users can duplicate the workflow for different job queries (e.g., "digital marketing" vs. "SEO") and for various job platforms beyond Indeed, such as LinkedIn, ZipRecruiter, and Google Jobs.
This automation aims to save hours daily by presenting pre-vetted jobs with ready-to-use cover letters, significantly streamlining the job search and application process.
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