Morning Stack - Job Search Automation

An AI-powered job hunting assistant that scrapes real openings from LinkedIn/Indeed, filters spam, and auto-generates personalized resumes and cover letters. Saves job seekers hours of busywork so they can focus on actual applications and interviews.

Layoffs across tech since 2022 have created a large, recurring pool of active job seekers who are applying at higher volume than ever, which drives real demand for tools that cut the grunt work. Teal and Rezi already occupy this space with resume builders and job trackers, and LinkedIn itself is rolling out AI-assisted application features, so differentiation has to come from the scraping and filtering layer, not the AI writing angle. The $2k–$10k MRR band is plausible at $20–$30/month per user, but job searches end — churn will be brutal and monthly cohorts won't compound the way B2B SaaS does, which caps the ceiling unless there's a career-management angle that retains users post-hire. The biggest risk is platform dependency: LinkedIn and Indeed actively block scrapers, and a single terms-of-service enforcement action can kill the core data pipeline overnight.