What actually powers the match score?

We embed your full resume and each job description with OpenAI embeddings, then compare them in the same high-dimensional space using cosine similarity. The raw score is passed through a logistic curve and bucketed into four tiers: Excellent (80+), Great (65–79), Average (45–64), and Not a good fit. It's semantic — not keyword matching.

What's in a match report?

For every role you can open a full match report: an overall score, sub-scores for skills, experience, technical depth, industry, and education, plus matched skills, missing skills, bonus skills you have, 'why you're a great match' analysis, 'where the gaps are', and concrete resume / application / skill recommendations.

Which job boards do you index?

Resumly pulls directly from 10+ ATS platforms companies actually post to — Greenhouse, Lever, Workday, Ashby, BambooHR, Workable, SmartRecruiters, iCIMS, Oracle, and SuccessFactors — not scraped aggregators. New postings are scored against your resume within minutes of going live.

How fresh are the matches?

On paid plans we refresh matched roles every hour. On free we refresh every 8 hours. Backfill depth scales with your plan, from 10 roles per saved search on free up to 2,000 on Pro.

How do I control what Resumly looks for?

Create saved searches with job titles, locations, remote mode, experience levels, employment type, salary floor, visa sponsorship, specific ATS sources, and free-form keywords. Each search gets its own pipeline of scored jobs, and you can set a minimum match threshold — Autopilot only applies to roles above it.

Does the match score drive Autopilot?

Yes — Autopilot uses your match score threshold (default 60%) to decide which roles are auto-applied. Job Match finds and ranks the opportunities; Autopilot handles the applications for the ones that clear your bar.

Do you strip out duplicate or low-quality postings?

Every posting is deduped within and across your saved searches by its unique ATS id, and we skip listings already in your tracker. HTML is stripped to clean text before embedding so the match score reflects the actual role, not the template boilerplate.

AI Job Match — See the Roles You’d Actually Get

Free

See Autopilot in action

Experience automated job search — no card required.

$0forever

No credit card required

Outcome ExpectedIllustrative ranges—not a guarantee of results. Based on typical usage patterns when you stay within your plan limits with consistent daily activity for at least 90 days. Actual interviews depend on your profile, role, employer demand, market conditions, geography, seasonality, and other factors outside Resumly's control.

>2interviews (typical)

Limits

Auto-Apply 50 jobsNo payment or credit card required. Test out and be 100% satisfied before upgrading to the paid tier.
Up to 6 applications / day
1 job search query
10 jobs per query
3 resumes per batch
Listings refresh every 8 hours

Features

Auto-apply (limited)
Autopilot Applications (limited)
Job matching
Tailored resumes
Tailored cover letters
Interview practice
Company research

Starter

Job search on autopilot

Runs every day — completely automatically.

$15/month

~~$30/mo~~Save 50%

>5interviews (typical)

Limits

Auto-Apply 360 jobs/month
Up to 12 applications / day
5 job search queries
500 jobs per query
10 resumes per batch
Listings refresh every 4 hours

Features

Everything in Free
Connect custom domain
AI Insights
Email Outreach

Accelerator

Land interviews faster

Scale from applying to interviewing — fast.

$30/month

~~$60/mo~~Save 50%

>10interviews (typical)

Limits

Auto-Apply 900 jobs/month
Up to 30 applications / day
10 job search queries
1000 jobs per query
25 resumes per batch
Listings refresh hourly

Features

Everything in Starter
Memory & profile learning
Email support

Max

Max exposure. Max results.

Be everywhere recruiters are hiring.

$50/month

~~$100/mo~~Save 50%

>20interviews (typical)

Limits

Auto-Apply 1,800 jobs/month
Up to 60 applications / day
20 job search queries
2000 jobs per query
50 resumes per batch
Listings refresh hourly

Features

Everything in Accelerator
Highest priority automation queue
Early access to new features
Zoom support

Resumly runs your job search automatically — finding jobs, creating applications, and applying every day. More applications → more opportunities → more interviews.Results vary based on profile, role, and market conditions.

Feature	Best valueResumly$15/mo	LoopCV~$20/mo	LazyApply$99/yr	JobCopilot$40/mo	AIApply$30 + $74/mo	Rezi$29/mo	Jobscan$49/mo	Teal$29/mo
Free subscription without any paywall(free forever · no credit card)	Yes	No	No	No	No	No	No	No
Cloud auto apply(runs offline)	Yes	Yes	No	Yes	Yes	No	No	No
Extension auto apply(autofill in your browser)	Yes	No	Yes	Yes	Yes	No	No	Yes
Email apply(sends to recruiters directly)	Yes	Yes	No	No	No	No	No	No
AI tailored resumes per job	Yes	No	No	Limited	Yes	Yes	Yes	Yes
Custom answers per application	Yes	No	No	Limited	Limited	No	No	No
ATS compatibility(Workday, GH, Lever)	Broad	Limited	Weak	Partial	Partial	No	No	No
Applications per month	50 – 1,800	100 – 300	450 – 45,000	600 – 1500	100	N/A	N/A	N/A
Cost per 100 applications	$2.80 – $4.20	$10 – $20	Client-side	$2.70 – $6.67	$104	N/A	N/A	N/A
Cost per 10 interviews(2–3% response)	$9.20 – $20.80	~$50 – $100+	Client-side	~$8.90 – $33.30	~$347 – $520	N/A	N/A	N/A
Autopilot job search agent	Yes	No	No	No	Limited	No	No	No
Lead gen + referral discovery	Yes	No	No	No	Limited	No	No	No
Full automated application tracking(scans email · zero manual entry)	Yes	No	No	No	No	No	No	No
Portfolio website builder	Yes	No	No	No	No	No	No	No
Custom domain for website	Yes	No	No	No	No	No	No	No
Resume template builder(design pixel-perfect HTML in seconds)	Yes	No	No	No	No	No	No	No
Full control over AI tailoring(freeze skills · allow/disallow phrases · lock achievements)	Yes	No	No	No	No	No	No	No
Built-in AI memory(learns every edit · sharpens with every run)	Yes	No	No	No	No	No	No	No
Multi-language support	Yes	No	No	No	No	No	No	No
Chrome extension(in-browser helper)	Yes	Yes	Yes	Yes	Yes	Limited	Yes	Yes
Full workflow(apply → prep → interview)	Yes	No	No	No	Partial	No	No	No

Stop scrolling job boards. See the roles you'd actually get.

Trusted by Professionals at Leading Companies

Semantic matching. Not keyword bingo.

Every role comes with a full match report.

We watch the places real hiring actually happens.

ATS platforms indexed

Tell us what you actually want. We'll keep watching.

Keyword search shows you noise. Semantic match shows you roles.

Match is where the pipeline starts, not ends.

Join Thousands Already Getting Hired with Resumly

Pricing that scales with your job search

How Resumly compares

Methodology & assumptions

See your matches in under 60 seconds.

Frequently Asked Questions

What actually powers the match score?

What's in a match report?

Which job boards do you index?

How fresh are the matches?

How do I control what Resumly looks for?

Does the match score drive Autopilot?

Do you strip out duplicate or low-quality postings?

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