My friend and I got tired of job hunting (347 applications, 4 responses) so we built AI agents to help job seekers instead of replacing them.
The problem: 73% of applications never reach humans, 250+ people apply to each job, but 85% of positions are filled through networking.
Our solution: AI agents that find hiring managers for any LinkedIn job, analyze your profile fit, and generate personalized outreach messages. Instead of competing with hundreds in the application pile, you reach decision-makers directly.
Technical bits: LangChain + OpenAI for job parsing, Next.js + Supabase, custom contact discovery algorithms that work across different company structures.
Results: Users getting 70% more response rates vs regular applications.
In a world where AI is automating jobs away, we wanted to build something that helps people actually get jobs.
As a hiring manager, my inbox is already drowning. I don't mind the applications, I mind that most of them are _clearly_ not a good fit to the point where I'm confident that they themselves have not looked at the job posting for a single second.
The more tools like yours will be built, the more you'll have to know someone who knows me to even get a chat with me - because I won't browse through hundreds of automated messages just to find the one that isn't. I'll be honest: That'll create a tech world even more hostile to people without "the right connections" - and that makes me sad.