Our Story
Job searching was never supposed to feel like shouting into a void.
PursuitLane was born from hundreds of unanswered applications, ghost listings, and the stubborn belief that candidates deserve evidence — not vibes.
The Problem
Everyone who has searched for a job recently knows the ritual. You polish a resume at midnight, paste it into a portal that strips the formatting, retype your work history into eleven identical boxes, and press submit. Then: silence. Not rejection — silence.
So you do what the internet tells you. You go for volume. Two hundred applications. Three hundred. You stop reading postings closely because reading costs time and time is applications. Somewhere along the way the search stops being about finding the right role and becomes a numbers ritual that numbs you.
And the cruelest part? A meaningful slice of those listings were never real. Evergreen requisitions. Resume harvesters. Roles filled weeks ago that nobody bothered to take down. You were optimizing your effort against postings that could not say yes.
Job searching had become a second job with no feedback loop, no evidence, and no memory. Every application taught you nothing about the next one.
The Question
What if you knew — before spending an hour on an application — whether the role actually deserved you?
What if a posting's legitimacy could be scored the way credit risk is scored, so ghost listings flagged themselves before wasting your evening?
What if every submission produced a receipt — a timestamped trail with a screenshot — so 'did it actually go through?' stopped being a question you asked the void?
And what if the search compounded? Every fit report, every outcome, every interview teaching the system something about where you convert — so application two hundred was smarter than application one, not just later than it.
Decide First
The Job Fit Report
PursuitLane starts where the wasted hours start: the decision to apply. Every role gets a Job Fit Report — the archetype the posting really is, five weighted dimensions scored against your actual profile, an A–F grade, and a typed verdict: apply, tailor first, or walk away.
The grade is not decoration. It gates automation. A sub-threshold role never spends an auto-apply credit, because the cheapest application is the one you never should have sent. You can override it — the human is always in the loop — but the default protects your time.
Decision-making with evidence turned out to be the entire unlock. When you only pursue roles graded worth pursuing, everything downstream — tailoring, follow-ups, interviews — concentrates on opportunities that can actually convert.
The Radar
Ghost-Job Radar & Liveness Watch
Some listings deserve suspicion, not effort. The Ghost-Job Radar scores posting legitimacy from observable signals — freshness, description specificity, salary transparency, seniority contradictions — and sorts every role into High-Confidence, Verify-First, or Ghost-Risk.
Then it keeps watching. Twice a day, the Liveness Watch re-checks every posting you are tracking. When a role quietly dies — taken down, filled, expired — it gets flagged on your dashboard so your follow-up energy goes to conversations that still exist.
It is framed carefully and never accusatory, because companies are messy, not malicious. But your evenings are finite, and the radar exists to spend them on postings that can answer back.
Tailor Everything
Resume Packages & Match Rate
Recruiters spend seconds; ATS filters spend milliseconds. A generic resume loses both races. PursuitLane rebuilds your package for each role — grounded in your real experience, never fabricated, formatted to survive the parsers.
Before you submit, the Resume Match panel scores your tailored resume against the job description and names the gaps: the exact keywords missing, and where to add them. An 87% match with two named fixes beats a mystery every time.
Tailoring without starting from scratch is the difference between doing this for three roles and doing it for every role worth pursuing.
Proof, Not Promises
Verified Applications
Automation you cannot inspect is automation you cannot trust — and the job-tools market is full of black boxes that claim, vaguely, to have applied for you.
PursuitLane writes receipts. Every automated submission produces a timestamped audit trail: application opened, resume attached, fields completed, submitted — with the confirmation screenshot stored alongside. Open any application months later and see exactly what went out, and when.
When something breaks — a changed form, a captcha wall, a flaky portal — the failure is flagged visibly and retried safely. No silent errors. No mystery submissions. Receipts, not vibes.
Intelligence That Compounds
Pattern Intelligence, Story Bank & the Career Agent
A search produces data; most tools throw it away. PursuitLane keeps it and learns. Pattern Intelligence joins your fit scores to your real outcomes — which archetypes convert for you, which score floor is worth respecting, which blockers keep recurring.
The STAR+R Story Bank turns your wins into interview ammunition: structured stories with Task and Reflection dimensions, mapped to the questions they answer best, with coverage gaps surfaced before the interviewer finds them.
And the Career Agent remembers all of it — your pipeline, your patterns, your goals — so when you ask 'what should I do this week?', the answer comes from your history, not a generic playbook. Smart follow-ups close the loop, nudging the right message at the right moment.
Where You Already Browse
The Chrome Extension
Roles do not only live in job boards. They surface in newsletters, Slack messages, a company's careers page at 11 PM. The PursuitLane extension meets you there.
On any page with a job posting, a quiet panel appears: capture the role into your pipeline, tailor your resume against it, or autofill the application form from your profile — reviewed by you before anything submits. Secured with revocable tokens you mint and revoke from Settings.
The fifteen platforms we search are the floor, not the ceiling. Anywhere you find a role, the workspace comes with you.
Win the Room
Interview Coach, Coding Workspace, Salary Intelligence & Warm Intros
Getting the interview is half the battle; PursuitLane stays for the second half. The Interview Coach runs role-specific mocks with STAR-framework feedback. The Coding Workspace generates drills tuned to the role, executes your code, and reviews it like a senior engineer would.
Salary Intelligence arms you with market ranges and negotiation leverage before the comp conversation starts. And Warm Intros builds the referral path — who to find at the company and a message worth sending — because a warm application converts at multiples of a cold one.
Apply, prepare, negotiate: one workspace, one memory, one compounding loop.
The Belief
We built PursuitLane because we believe a job search should be run like the high-stakes project it is — with evidence, receipts, and a feedback loop. Not with two hundred identical PDFs thrown into the dark.
We believe candidates deserve to know whether a posting is real, whether an application went through, and whether their strategy is working — and that no tool should hide those answers behind vague automation.
We believe quality beats volume, that your effort should compound, and that the next role you take should be a deliberate pursuit, not a lucky accident.
That is the story. The workspace is ready. Your next pursuit starts with one report.
Your next pursuit starts with one report.
Evaluate a role, read its grade, and decide with evidence.