You stop searching. The roles arrive.
The universal complaint about job hunting isn’t the applying - it’s the four hours of scrolling that produce five roles worth applying to. LandEarly reads 10M+ live listings, refreshed daily, and hands you a short ranked list instead. Every role comes with the sentence explaining why it’s on it.
Read from the 17 applicant systems employers post their openings to - never an aggregator repost.
Ranked
By fit, not recency
Reasoned
A why-line per role
Early
Boards read hourly
You’ve owned payment retry infrastructure for two years, which is the first responsibility on this req rather than a nice-to-have.
You carried the on-call rotation for money-moving services at Acme for three years - the thing this role leads with.
Same scope you have now, one title up - six reports, the same stack - with no evidence yet of the hiring you’d be doing.
Every board can match words. The question is whether you’ve done the work.
Here is one posting, read two ways. On the left, the way a keyword engine reads it: count the terms the two documents share and rank by overlap. On the right, the way a hiring manager reads it - find the two or three things this role needs someone to have done, and check whether you’ve done them. Same posting, opposite conclusions, and that difference is the entire product.
Senior Platform Engineer - Halden Systems
One posting · two readings · your profile unchanged
Keyword overlap
How a board ranks it
“We’re looking for a Senior Platform Engineer to join a fast-paced team. You’ll work across Kubernetes, Terraform and AWS, partner with stakeholders, and help scale our SaaS platform. Python or Go required. 5+ years of experience.”
What the overlap counts
Experience fit
How LandEarly ranks it
“We’re looking for a Senior Platform Engineer to join a fast-paced team. You’ll work across Kubernetes, Terraform and AWS, partner with stakeholders, and help scale our SaaS platform. Python or Go required. 5+ years of experience.”…further down: “You will own the migration off our legacy deploy pipeline and be the first responder for platform incidents.”
What the fit read weighs
So here is the rubric it’s scored against.
“Strong fit” is an adjective, and adjectives can’t be checked. The second pass over your list is a strict screener working from a fixed scale, with caps that stop a good-looking overlap from scoring like real experience. In an honest feed a lot of roles land between 30 and 60 - the scale is built to say so rather than to flatter you.
The bands it scores into
- 90–100Has essentially done this job before, at this level, with owned outcomes. Rare.
- 75–89Deep hands-on experience covering the core work; at most one minor gap.
- 60–74Solid adjacent experience - would ramp in weeks, but one core area is unproven.
- 40–59Partial or transferable overlap; a central requirement has no supporting evidence.
- 20–39Surface overlap only. The day-to-day work would be new to you.
- 0–19A different occupation.
Hard caps - the lowest applicable one wins
- ≤ 35when the overlap is job-title or keyword similarity with no evidence of the work
- ≤ 45when the role centres on a domain your profile shows no exposure to
- ≤ 50when the level is two or more seniority steps away from yours
- ≤ 55when a core requirement has no supporting evidence in your profile
The reason is written before the score. The screener has to name the decisive evidence or the decisive gap in one sentence first, and the number has to follow from it. That sentence is the why-line on your match - not a summary generated afterwards to explain a ranking that already happened.
The application nobody tells you not to send.
Some roles are closed to you before you open them - a clearance you don’t hold, a licence you’d need eighteen months to get, an on-site requirement in a city you’re not in. Every other tool will happily let you spend the evening tailoring that application. LandEarly reads the posting for those lines when it indexes it, and puts them in front of you first.
- Only hard, checkable requirements. Work authorisation, clearance, licensure, a named location, on-site attendance, a stated minimum of years, a language. Never a judgement about whether you’re good enough.
- It quotes the requirement, not a score. You see what the posting asked for and what your profile says, side by side, so you can disagree - plenty of people apply anyway and are right to.
- It happens before the credit is spent. A flagged application never fires the tailoring job: no résumé rewritten, no letter drafted, nothing debited. A warning after the fact is just a receipt.
- Silence when it can’t tell. If a requirement can’t be checked against anything in your profile, that’s not a flag - it’s a shrug, and shrugging at half your feed would teach you to ignore the badge that matters.
One check we deliberately don’t run: whether you’re too expensive. We read the floor of a posted range and never a ceiling, so an “overqualified” warning would be a guess dressed as a finding. Nothing on LandEarly will ever tell you a job is out of your league.
How credits work - and why we’d rather you didn’t burn oneSenior Systems Engineer - Vertex Defense
On-site · Huntsville, AL · Posted 4 days ago
Two requirements worth checking first
- “Active TS/SCI clearance required at time of hire.” Sponsorship is not offered for this req.Not on file
- “Full-time on-site in Huntsville, AL. No remote or hybrid.” Relocation is not listed.You: remote only
What this is not saying
Nothing about your experience. The platform work here is a genuinely strong fit - if the clearance or the location changes, this role goes straight back near the top of your list. Neither line can block you; only work authorisation does that, and only when the posting states it outright.
Most roles are decided from the first handful of applications.
A recruiter opens a new req, reads what’s in the pile that first day or two, and starts scheduling. Everything arriving on day nine is read against people already at second round. You can’t control that - but you can be in the first pile, and the only thing standing between you and it is knowing the role exists. It is also why 48 hours is the window the rest of the product is built around.
09:12 - Posted
The req goes live on Northwind's own careers site
Not on a job board yet. We read the company’s own applicant system, so this is where the clock starts.
10:00 - Read
The hourly pass picks it up
Every board LandEarly follows is re-read on the hour, so the longest a new posting can sit unseen is the rest of that hour.
10:02 - Scored
It's matched, then read against your history
The match is stored, and a rerank is queued for your top 25 - which is where the why-line gets written.
10:15 - Sent
It reaches you, with the reason attached
The delivery pass runs every fifteen minutes and sends one notification per wave, however many roles it found. Roughly an hour, worst case, from live to your lock screen.
Three days later - Indexed
The role appears on the major boards
Alongside a few hundred other applications. This is where most searches begin.
Applications received, by day - illustration
The first review wave is the small one. Being in it isn’t about applying to more roles - it’s about hearing about the right one before the pile forms.
You choose how loud this gets.
An alert that fires forty times a day is noise, and noise gets muted in a week. So the bar to interrupt you is deliberately higher than the bar to appear in your feed: a role must be classified into a role you’re targeting and score at least 60, where the feed itself starts at 50. Everything else waits for the digest.
A role has to be classified into one of your target roles and clear a higher bar than your feed uses before it may interrupt you. Everything in one wave arrives as one notification, and there are never more than 5 in a day.
Everything else that matched since the last one, ranked, capped at 10 roles. One email, read in two minutes - not a daily obligation.
Watch a role - with a level, a location, remote-only if you want - and get what’s new on the same two mornings. No account required for this one.
Nothing buzzes between 10pm and 8am in your own timezone - a match found at 2am waits for the morning rather than being dropped. Or turn the whole thing off with one switch.
What we don’t claim. Ranking is a judgement about fit, not a prediction - we publish the reasoning so you can overrule it, and we quote no match-accuracy or success rate, because no honest version of those numbers exists yet. Listing counts and timings describe the LandEarly index and the schedules named above; hiring outcomes depend on the employer.
Three passes, and only the last one talks.
Nothing here is a search you run. It is a pipeline that runs whether or not you’re at your desk, and the only part of it you ever see is the list at the end.
Read at the source
Openings come from the 17 applicant systems employers actually post to, found from the company's own domain rather than a listings site. There is no aggregator anywhere in the pipeline, which is why a role can reach you before it is indexed on a board at all.
Matched against your history
Your experience and each posting are compared as meaning, not vocabulary, then adjusted for what you told us you want - level, location, remote, pay, the roles you're targeting. Anything below 50 is never stored.
Re-read by a strict screener
The head of that list goes to a second pass with one job: score how you would actually perform against the requirements, using only what's in your profile, and write the sentence that justifies the score. Absent evidence counts as unproven, never as assumed.
Or go browse it yourself.
Discovery reads the same index you can search by hand. Sometimes that’s what you want - and all of it is public, with no account in the way.
What happens to a role once it's on your list.
Tailored applications submitted while the posting is still fresh.
Personalized documentsA résumé and letter built from your real history, for this specific req.
Application trackingThe board that reads your inbox and keeps every application honest.
All featuresThe full LandEarly workflow, from discovery to offer.
Give it your history once. Stop opening tabs.
Free to start, with 3 applications on us. Your first ranked list is built while you’re landing on the page - not overnight, and not after a setup call.