Learning and careers decision
Oaki
A technical user can implement a limited replacement (resume generation, basic matching, and form autofill) but cannot cheaply reproduce Oaki's frequently-updated job index, scale, and automated-application quality controls that the site advertises.
Visit website↗Not priced
No pricing page we fetched carried a figure, so there is nothing to compare against. The build side is still real.
$100one-off86 h to build
$250/mo6 h/mo upkeep
No published price to break even against.
The code exists. It is not what you are paying for.
These 2 projects are real, published, and do the core job — and this page still says keep paying. What the subscription buys is proprietary data and infrastructure at scale, and none of that ships in a repository. Fork one anyway if you want to. Go in knowing what it does not carry. What stays hard ↓ · All Oaki alternatives, with the arithmetic →
What a replacement has to do
- Discover jobs, tailor a resume/cover letter per job with an LLM, auto-fill and submit applications, and track application status.
What it still won’t have
- Proprietary, frequently-updated job index and the ingestion pipeline that sources millions of jobs
- Scale and reliability of hourly updates and broad company coverage
- Any recruiting partnerships or placement/network effects that surface directly to employers
- Polish and QA for automated application quality-control systems
What remains hard
- Proprietary data
Millions of jobs sourced directly from company websites; updated every hour, with new companies added every day.
- Infrastructure at scale
Millions of jobs sourced directly from company websites; updated every hour, with new companies added every day.
First-year cost
No published price
Oaki does not publish a price we could read, so there is nothing to compare against. What building costs is below.
Money you would actually spend
Time you would spend
—
What you would spend
What we assumed
The verdict above measures whether you could build it. This one is only about money.
Runnable build prompt
Build a self-hosted job-search + resume automation service using Node.js (Express), Postgres, a small React frontend, and a headless-browser worker (Puppeteer). Core features in scope: (1) a job ingestion pipeline that crawls and normalizes job postings into Postgres with an hourly scheduler; (2) a user profile and preference UI; (3) LLM-driven resume and cover-letter generation (callable API layer) and HTML-to-PDF export; (4) an automation worker that uses Puppeteer to autofill application forms and submits; (5) an application tracker UI and background job queue (Bull/Redis). Out of scope: building a large-scale worldwide job index or native mobile apps. Include robust error handling, retries, rate-limiting for crawlers, unit/integration tests for API endpoints and workers, and deployment scripts (Docker Compose).
How we checked
How the score was reached
- Pay verdict base20
- An open-source build was found+5
- 4 cited sources+3
- Hard moats found in the evidence-6
- Evidence score22
The base comes from the verdict. Everything under it is a check that either happened or did not, and each one is a fact frozen in this record rather than a judgement made at render time - so the same evidence always produces the same number.
How scoring works →Cited sources · 4
Every page the run actually retrieved.
- official productOaki Home
- official pricingOaki Pricing | AI Job Search Plans
- open sourceamruthpillai/reactive-resume
- open sourcesrbhr/Resume-Matcher
Integrity checks
What held up, and what did not.
