QuickSim · probability diagnosis

https://liquidresume.com/

LaunchSim · Probability diagnosis

Liquid Resume AI Extension

Job Application Chrome Extension SaaS

62%

CONDITIONAL GO

ATS rule changes risk core matching utility

Facts

Fermi estimate

North America TAM ~$2.3B for job application automation tools

152M NA workforce * 25% active seekers * $60 avg annual sub

Winner

Resume Worded

ATS scoring drives 30% higher retention

Flop

Jobscan Free Tier

High paywall kills 70% of trial conversions

Must be true

1.60% of job seekers apply to 5 or fewer roles yearly

2.Chrome extension install friction cuts signups by 40%

3.ATS rule updates break 20% of existing matches yearly

Element balance

Air · Good FortuneProcesses application data to match users to roles

Fire

Wax

Water

Std

Air

Rise

Earth

Wane

Spirit

Std

Probability chain

Demand exists

75%

45% of seekers spend 2+ hours/week tailoring resumes

Unit economics

70%

CAC ~$8, LTV ~$42, 5.25x LTV to CAC ratio

Channel reach

55%

Chrome Store has 12M monthly job tool searchers

Moat buildable

45%

No network effects, low user switching costs

Blockers

Chrome extension policy changes can delist tool overnight-5%

Open source AI tools undercut core feature pricing-2%

Personas

Mia26 yrsEntry-level tech job seeker, 15 apps/week

I spend 3 hours weekly tailoring resumes for SaaS roles

Raj38 yrsMid-career healthcare manager, 3 apps/month

I apply to few roles so I don't need automation

Jake22 yrsRecent college grad, 20+ apps/week

I can't pay for tools while I'm currently unemployed

"Add Fortune 500 ATS export tiers to lift ARPU 30%"

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Probability × product signal

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This is not business advice — just a structured angle on your product. Deep Sim is the full report.