ATS Vendor Guide · 2026

How to Win at Ashby

Ashby is the modern Greenhouse alternative running the AI-native startup scene — Stability AI, ElevenLabs, DeepL, Lovable, n8n, Poolside, Legora, Ledger. No keyword filter, no auto-rejection, no screening score. But unlike most modern ATSes, Ashby ships analytics dashboards that make slow recruiters visible to leadership — so response times are tight, stage SLAs are real, and ~75% of Ashby shops route candidates through a take-home assignment as the actual filter. The CV gets you to the take-home. The take-home gets you to onsite.

Optimize my application for AshbyHow Ashby evaluates you
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~0.8%

Global ATS share (concentrated in AI-native B–D)

~3,000

Customer companies on the platform

3–7 min

Median application completion time

~75%

Of Ashby shops use a take-home stage

How Ashby Actually Evaluates Your Application

Ashby is what Greenhouse looks like after seven more years of product investment. The submission itself isn't where the signal lives — applications are 3–7 minutes, often 5 fields plus your CV. The real evaluation happens later: a take-home assignment, a structured technical loop with rubrics shared across rounds, and an analytics dashboard the recruiter watches for time-in-stage SLAs. The Ashby philosophy is that scoring CVs is a losing game in an AI-native world, so they optimize for two things instead: fast triage to a take-home (the actual filter), and clean post-take-home rubrics that compound across rounds. Your application is a gate, not the pitch.

No keyword filter, no auto-rejection — short applications by design

Ashby's submission UX is deliberately minimal: name, email, CV, maybe 1–2 free-text fields, and a portfolio/work-samples field. There's no screening score. No bots reading your CV for keyword density. Recruiters open every application — but they open them fast (median 30–90 seconds per first-pass), and they're triaging straight to a take-home or recruiter screen. Don't over-optimize the CV for keywords; over-optimize it for clarity at speed.

The take-home assignment is the actual filter

Roughly 75% of Ashby shops route candidates through a take-home before the first human conversation — and it's the highest-signal stage in the pipeline. ElevenLabs, Vercel, Linear, Lovable, n8n all lean on async take-homes (4–8 hours typical) rather than live whiteboarding. The take-home is graded by the actual hiring manager, often with explicit rubrics. If you treat the application as the work, you'll lose — the work is the take-home. Block the time, finish on the requested deadline, and treat it as a real artifact of your judgment.

Rubrics are visible across rounds — your earlier answers get referenced

Unlike Greenhouse where scorecards are siloed by interviewer, Ashby's interview module makes earlier-round rubrics visible to the next-round interviewer. The recruiter screen's notes feed the technical interviewer's prep; the technical interviewer's rubric feeds the team-match conversation. This means: a coherent narrative across rounds wins. Don't tell different versions of your story at different stages. And answer the recruiter screen's behavioral questions like you'd answer them on-site — they'll be quoted back at you.

Referrer/source tracking is first-class — get a referral if you can

Ashby tracks the source of every candidate (job board, direct apply, referral) and surfaces it on the application card. Referrals get visibly different treatment: separate kanban swim-lane at many Ashby shops, priority recruiter routing, sometimes a higher take-home grading bar (because referrals are expected to perform). If you know anyone at the company, ask for a referral before you direct-apply. The Ashby pipeline UI literally shows recruiters the referral-vs-direct conversion delta in their funnel report.

The Recruiter's View: Kanban + Analytics Overlay

Ashby's recruiter UI is a Trello-style kanban — same primitive as Teamtailor or Greenhouse — but with an analytics overlay that makes it operationally different. Every Ashby shop has dashboards: funnel conversion per stage, time-in-stage SLAs, source quality, recruiter-level throughput. Slow-moving applications are visible to leadership in weekly hiring reviews — which is why response times at well-run Ashby shops are quick (3–7 days median to first contact for direct applications, faster for referrals). The flip side: rejected candidates often get a templated rejection email faster than at human-review-only ATSes, because the recruiter's manager is watching the close-rate metric. Internal interview notes and rubrics are visible across the hiring team, so a strong early answer gets discussed before you walk into the next round.

Typical Ashby recruiter view — kanban pipeline with analytics overlay (time-in-stage, source quality, conversion per stage).

How Workday Compares to the Other Top ATS

Workday isn't alone — every Fortune 500 candidate eventually hits Taleo, SuccessFactors, iCIMS, or Greenhouse. Here's how each vendor differs on the things that decide whether your resume gets read.

FeatureAshbyGreenhouseLeverTeamtailorWorkday
Market share (global)~0.8% (AI-native)7.2%4.5%~0.6% (EU-heavy)22.5%
Best resume formatEitherEitherEitherEither.docx
Multi-column toleranceGoodGoodGoodGoodPoor
PDF parsing accuracy~95%~95%~95%~95%~85%
Account modelPer-employerPer-employerPer-employerPer-employerPer-employer
Knockout questionsLightNoneNoneNoneHeavy
Auto-rejection mechanismManual reviewManual reviewManual reviewManual reviewKnockout-only
Recruiter UIKanbanKanbanKanbanKanbanTable
Most common inAI-native series B–DTech / startupsTech / startupsEU scale-upEnterprise
Status vocabularyCustomCustomCustomCustomStandardized

Decoding Your Ashby Application Status

Ashby employers customize their stage names heavily, but the underlying lifecycle is consistent across the AI-native startup scene. Time-in-stage SLAs are real — most Ashby shops commit to a response window per stage and the analytics enforce it.

Application Review / NewDefault state on submission. Your application is in the recruiter's queue. At active Ashby shops triage happens within 24–72 hours for direct applications and same-day for referrals. If you've sat here over 5 working days, the requisition is probably batching applications for a specific review day.
Recruiter ScreenA recruiter has approved your CV for a first conversation, usually a 25–45 minute video call. Behavioral basics + role logistics + take-home explanation. The recruiter's notes from this stage will be visible to every subsequent interviewer — answer the behavioral questions like you mean them, you'll see them again.
Take-home AssignmentThe actual filter. Typically 4–8 hours of work delivered async over 3–7 days. Take it seriously — it's graded by the hiring manager with an explicit rubric, often shared with you in advance. The submission becomes the discussion artifact in the on-site.
Technical Interview / Deep DiveSubstantive round, usually 60–90 minutes. At engineering-focused Ashby shops (Linear, Vercel, n8n) this is a system design or code-review on your take-home. At AI/ML-focused shops (Stability AI, ElevenLabs, Poolside) it's often a domain deep-dive on the model/architecture/research-paper level.
Onsite / Final LoopMulti-round day, 3–5 hours total across functional, behavioral, and cross-team rounds. At remote-first Ashby shops this is a single-day video block; at hybrid shops it's an actual on-site. Status doesn't differentiate between individual rounds within the day.
Team MatchCommon at fast-growing Ashby shops. After the final loop, you're being matched to a specific team based on your interests and headcount needs. Status here means you're approved hire-quality and they're finding the right slot — not in itself a rejection signal even if it takes a week.
Reference CheckPre-offer signal. Ashby's reference module sends a structured email to your references from the employer's domain. Move-to-offer is typically within 3–7 days of reference completion.
OfferOffer letter generated and sent. Ashby's offer module ships the letter with an e-signature flow and salary/equity transparency exhibits. Median time from offer-sent to offer-signed at AI startups is fast — 5–10 days — because most offers come with a negotiation window already baked in.
HiredOffer signed, position closed. Your candidate profile usually stays accessible to the company for re-engagement on future roles 12–18 months out, especially common at high-growth AI shops where headcount expands fast.
Rejected (with reason category)Ashby ships templated rejection categories — 'not the right profile for this role', 'role no longer open', 'progressing other candidates'. Reasons are templated by the employer; the most candid Ashby shops add a personal note from the recruiter, but it's not the default.

Top Companies Hiring via Ashby

These AI-native and modern-SaaS scale-ups run their hiring through Ashby. Each links to JobMentis's interview vault — past questions, rubrics, recruiter signals.

Confluent

DeepL

ElevenLabs

Ledger

Legora

Lexroom

Linear

Lovable

n8n

OakNorth

OpenAI

Poolside

Open interview vault →

4 Moves to Get Hired Through Ashby

1

Treat the application as a gate, not the pitch

Ashby applications are 3–7 minutes for a reason. Don't over-engineer your CV with mirrored JD keywords (no parser scores you) and don't write a long-form cover letter (most Ashby shops don't have a field for one). Get the application clean and submit fast. The pitch lives in your work samples, your portfolio link, and — if you're lucky enough to land a referral — the referrer's note. Move on quickly to prepping for the take-home; that's where you actually compete.

2

Block 8 hours for the take-home and treat it as your real submission

~75% of Ashby shops use a take-home as the actual filter. When you get the invitation, look at the requested time investment and double it. ElevenLabs, Lovable, Linear, n8n take-homes are typically scoped as 4–6 hours but candidates who clear them spend 8–12 hours. Don't see this as gaming the system — see it as the actual evaluation. Hand it in on the requested deadline, not earlier (looks rushed) and not later (looks unprofessional). Write a brief README explaining tradeoffs.

3

Get a referral before you direct-apply — Ashby tracks source

Ashby surfaces every candidate's source on the recruiter's kanban card. Referrals get a separate swim-lane at most Ashby shops, priority recruiter routing, and visibility on the hiring manager's weekly review. If you have any connection at the company — ex-colleague, mutual contact, your own portfolio audience — reach out before applying directly. A 2-line referral message in the recruiter's inbox 24 hours before your application beats a cold apply 7 times out of 10 at AI startups.

4

If stuck > 10 days at any stage, follow up — Ashby SLAs are real

Time-in-stage is the metric Ashby's analytics surface to leadership. A candidate stuck on 'Application Review' for two weeks is a process gap the recruiter's manager will notice on the next funnel review. This means a polite LinkedIn follow-up after 7–10 working days isn't pushy — it's helpful. Ping the named recruiter (visible on the job ad or LinkedIn), reference the role and your application date, ask if there's anything you can clarify. A non-trivial percentage of these follow-ups move applications forward.

Ashby ATS — Frequently Asked Questions

Don't Optimize Your CV for an ATS That Doesn't Score CVs

JobMentis's AI Application Optimizer reads the Ashby employer's role description, the take-home format they typically use, and your work history — then tells you what to prepare for at each stage rather than what to keyword-stuff into your CV. Built specifically for the AI-native startup hiring model.

Optimize my Ashby application
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