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Grounded in real labor-market data

know where you stand. get where you're going

Resume analysis and job-fit scoring, benchmarked against real market data.

See your real fit, your level, and how your pay compares, all benchmarked against O*NET and BLS data, not guesswork. Then close the gap with a plan tuned to your level.

Free account with starter credits included, then LLM runs are paid per credit.

Grounded in O*NET + BLS Your level, benchmarked Contact details stripped before the LLM
The framework

Your career, in three honest moves.

Past, present and future, each step grounded in real labor data. You do the thinking with the frameworks; the LLM just does the legwork. See how it works, or read how scoring works.

1

Past: map who you are

Your skills and level read from O*NET & BLS, not guessed at.

2

Present: see where you stand

Your fit, pay percentile and gaps against the real market.

3

Future: close the gap

A clear plan and interview prep, tuned to your level.

Pricing

Start at $10. Pay for what you use.

A small floor, then metered usage, so a quiet month costs almost nothing. Bigger plans bill that usage at a lower multiple.

Free
$0
Starter credits, on us · no card required
  • Starter credits to try the product, while they last
  • Enough to start a real analysis. Top up any time if it needs a little more
  • They last 30 days, then pick a plan
Start free
Most popular
Starter
$10/mo
Credits land every month · save vs flat-fee tools
  • Live, itemized usage ledger
  • Grounded KPIs always free
  • Unused credits roll over while subscribed
Pro
$20/mo
Twice Starter's monthly credits · for an active search
  • Everything in Starter
  • Double the monthly allowance
  • Change or cancel from the billing portal
Pay as you go
$5+
Top up whenever you need to · no subscription
  • No monthly commitment
  • Use it whenever
  • Never expires

Every plan meters against the same published basis · No weekly-plan tricks · Free to start, no card.

Our mission

Career advice you can actually check.

Most LLM career tools sound confident and quietly make things up. KairoMatch refuses to. Every number we show traces back to a public, named source. Anything else is labeled as judgment, not fact.

1,017
O*NET occupations

Skills, work styles, knowledge and abilities for over a thousand occupations, the backbone of every fit score.

223,000+
BLS wage rows

Geographic wage benchmarks from the Bureau of Labor Statistics, so pay ranges reflect your actual market.

10,400
SEC-verified companies

Company facts pulled from public EDGAR filings and verified, with anything we can't confirm clearly flagged.

62,010
Alternate job titles

So "growth marketer" and "demand-gen lead" map to the same grounded occupation data.

Decisions worth getting right

Make big job calls on real data.

Start free and see the provenance behind every number we show you.

Get started free