ai business · 09 · real-life use case

Get them hired, not just told to apply.

A done-for-you AI careers product: it builds an ATS-ready CV and cover letters, matches the candidate to real roles, tracks every application, and coaches them through each stage. Sold to schools, bootcamps, recruiters and directly to job seekers.

In short

  • What it is: Helps young people actually get hired: CV, cover letters, job matching and application tracking.
  • Price: from $199 one-time, with an optional $99/mo care plan.
  • Time to launch: installed, branded and wired to Stripe in about 48 hours.
  • Best for: Job seekers, grads, career changers.
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ai-career-launchpad · preview
// AI Career Launchpad
stack: Next.js · D1 · R2 · OpenRouter
best for: Job seekers, grads, career changers
time to first sale: 1–2 weeks
margin: Very high
✓ installed, branded & wired in 48h
licence options

Buy once. Deploy for 1, 20, or unlimited clients.

The licence is one-time and sets how many businesses you may deploy for. The care plan (updates, monitoring, support) is optional — bring your own keys and skip the monthly entirely.

Single

1 client

$199

one-time · you own the code

Unlimited

unlimited clients

$3,399

one-time · you own the code

Care plan from $99/mo, optional · or run it yourself with your own model keys.

ai-career-launchpad · demo
see it running

Watch the AI Career Launchpad demo.

A short walkthrough of the dashboard, the automations and the client-facing experience. Enter your name and email to unlock it.

  • Dashboard & client portal tour
  • The automations running live
  • What the buyer actually receives
the opportunity

Why this sells.

The pain is universal and urgent

Everyone graduating or changing careers needs this now, and generic CV tools don't get them interviews.

Institutions will pay

Schools, universities, bootcamps and workforce programmes buy this as a cohort licence — one sale, hundreds of users.

Outcomes are the marketing

"Interview rate up 3×" is a testimonial that sells itself to the next cohort.

Entry price

$199

Care plan

$99/mo

Time to first sale

1–2 weeks
what it does

Features.

▤

ATS-ready CV builder

Rewrites and formats a CV to pass applicant tracking systems and target a specific role.

✎

Cover letters per job

Tailored cover letters generated from the job description in seconds.

◇

Job matching

Scores live roles against the candidate's skills and surfaces the best-fit ones.

▦

Application tracker

Kanban of every application, interview and follow-up, with reminders.

◈

Interview prep

Role-specific question banks and STAR answer drafts (pairs with the Interview Coach).

◍

Cohort dashboards

For schools and programmes: track placement outcomes across a whole cohort.

how the install works

Live in 48 hours.

1

Pick the market

Direct-to-jobseeker, or a cohort licence for a school, bootcamp or recruiter.

2

Brand it

Your domain, logo and tone applied across the product.

3

Seed the data

We connect a jobs source and load a starting role library.

4

Launch a cohort

We onboard your first 10 users with you as the template.

automations/
$ python ingest_documents.py
$ python lead_enrich.py
$ python content_repurposer.py
$ python usage_billing_report.py
✓ all included with the install
python automations

Included automations.

  • ingest_documents.py — Ingest role guides and interview prep material for the coach.
  • lead_enrich.py — Build the list of schools and programmes to sell cohort licences to.
  • content_repurposer.py — Turn career tips into the content that attracts users.
  • usage_billing_report.py — Bill cohort licences and usage automatically.
your pricing

What you pay us — what you charge them.

You pay us

$199

one-time install, fully branded

  • CV + cover letter engine
  • Job matching + tracker
  • Interview prep
  • Care plan optional +$99/mo

The maths

1 cohort

one school licence pays for the install many times over

  • Institutions buy by cohort
  • Outcomes drive renewals
  • Pairs with the Interview Coach
Ask a question →

“We licensed it to a university careers service for a 400-student cohort. One sale covered the build fifty times over.”

EdTech operator · AI Career Launchpad · 400-seat cohort

FAQ

Who buys this?

Job seekers directly, and institutions — schools, universities, bootcamps, workforce programmes and recruiters — as cohort licences.

Is it just a CV builder?

No: CV + cover letters + job matching + an application tracker + interview prep, all in one branded product.

Can it plug into a jobs board?

Yes — we connect a jobs source and you can add your own partner listings.

Does it pair with the interview coach?

Yes. Sell them together as a 'get hired' bundle — the highest-margin combination on the ladder.

Own your AI business this week.

$199 to install. Sell it to one client and you're in profit.

See the next rung →