I found out I had thirty-two live conversations going. I would have guessed twelve.
That number came from my own inbox, and I only learned it because I’d spent a weekend building something to count them. Before that, my job search lived in a spreadsheet I updated when I remembered to, which meant a spreadsheet that was wrong most of the time.
The failure mode wasn’t dramatic. Nothing blew up. I just kept having a specific, low-grade bad feeling around 11pm — scrolling my inbox trying to remember whether I’d ever replied to the recruiter from Clay, whether the Baselayer thing was still alive, whether I’d missed something from a company whose name I couldn’t quite recall. Not panic. Just the sense that something was slipping and I couldn’t tell what.
The problem isn’t organization
I tried the obvious fixes first. A better spreadsheet. A Notion database with nice properties. A folder system in Gmail. They all worked for about a week, because they all had the same flaw: they required me to do data entry about my own life at the exact moment I least wanted to think about it — right after sending an application, or right after getting rejected.
The tools weren’t the problem. The problem was that a job search generates information constantly and asks you to be the one who files it.
Meanwhile the actual information already existed. Every recruiter email, every scheduling link, every “thanks for applying,” every polite no — all of it sitting in my inbox, timestamped and complete. I was manually re-typing a subset of data I already had, badly.
What salespeople figured out
The thing that reframed it for me: salespeople work under conditions almost identical to a job search. Constant rejection. Long cycles. Zero control over whether the other side says yes. Most of the outcome depends on things they can’t influence.
They don’t survive that by trying harder. They survive it with two adaptations.
The first is the pipeline itself — at any moment there are a dozen live conversations, so no single loss is existential. A rep who loses a deal has eleven others. That’s not optimism, it’s structure.
The second is that they track leading indicators rather than lagging ones. Calls made, not deals closed. Meetings booked, not revenue landed. They measure the part they control, because measuring the part they don’t is just a daily reminder of their own powerlessness.
Job search advice tells you the opposite. Count your applications. Track your response rate. Most job trackers are built to display exactly the numbers that will make you feel worst: 47 applications, 3 interviews, 0 offers. Every time you open the thing, it reports your failure rate back to you.
What I built instead
Pursuit connects to your Gmail and builds the pipeline itself. No data entry. It reads what’s already there — recruiter outreach, application confirmations, interview invitations, rejections — and turns it into a picture of where every conversation actually stands.
When I connected my own inbox, it found thirty-two companies. Some I’d genuinely forgotten. One had sent a scheduling link nine days earlier that I’d never opened.
A few things I decided early, and would defend:
It never shows you an offer count. That number isn’t yours to control and putting it on a dashboard is just cruelty with a chart. What it shows instead is what you did — conversations touched, threads moved forward, new companies in play.
“Nothing needs you today” is a good outcome. Most job search tools treat an empty screen as failure and try to manufacture busywork. If you’re genuinely on top of things and six conversations are live and none of them need anything from you right now, that’s the goal state. The app should say so and let you close the tab.
Rejection is hygiene, not defeat. Closing a thread doesn’t subtract from a score. It frees attention for the thirty-one others.
Where it is now
Early access, onboarding in batches. It works with Gmail today, and it built my pipeline in about ninety seconds without me typing a single company name.
If you’re in the middle of a search and the 11pm inbox scroll sounds familiar, get on the list.
You probably have more going on than you think you do.