
Canonrow
Data tools that read what companies already publish. Four applicant tracking systems, one schema, billed per row delivered.
akaradje
akaradje.github.io
Joined August 2026
ACTOR STATS
2 public Actors
4 total users
1 monthly user
>99% runs succeeded
Most of the data people pay to scrape is already served in public as clean JSON — just under four different field names in four different systems. I write the adapters.
Running now
ATS Job Boards — hand it a list of company domains. It works out which applicant tracking system each company runs, pulls every open role from that vendor's own public job-board endpoint, and returns the lot in one schema with a real apply link on every row. Greenhouse, Lever, Ashby, SmartRecruiters. Last run: 564 roles from 6 boards, zero failures, about seven seconds. No login, no headless browser, no proxies.
How these are built
- Measure first. Whatever would kill a tool gets tested before the tool gets written. One design died on a single number and never shipped.
- Say what isn't known. Where a source cannot answer, the row says so and explains why, instead of picking the answer that reads better.
- Charge for results, not attempts. Billing is per row delivered after filtering. Duplicates and empty boards cost nothing.
More at akaradje.github.io · code at github.com/akaradje