Live today · early testing

resubmit.ai

Be the first to try what's next.

resubmit.ai takes the résumé you have and aims it at the job you found, ghostwritten by a frontier model with seventeen checks on every draft. It's free and live today; sign up and we'll write when there's something new to try.

FreeFrontier onlyGuarded

What happens to every line.

A frontier model drafts, and before you see a word of it, seventeen checks compare the draft against the source. Any one of them can stop the run and say which rule broke.

  1. 01

    Every line traces to something you wrote.

    A rewritten line still means what yours meant, and phrases from the posting stay out.

    check_bullet_provenance · check_bullet_fidelity · check_job_text_non_copy
  2. 02

    Numbers that were never yours do not get added.

    Numbers you earned do not get dropped either, and enough of your results carry through.

    check_numeric_invention · check_numeric_preservation · check_numeric_coverage
  3. 03

    Your name, phone, email and links are never rewritten.

    Employer names survive the rewrite untouched, and the list of changes matches the changes made.

    check_contact_identity · check_employer_fidelity · check_change_summary

Named after the functions in the engine source, which is public: github.com/aavramch/resubmit.ai.

The rules it follows.

01

Free

No paywall in front of that first experience.

02

Frontier only

Claude and Grok on their makers' own routes, never through a reseller.

03

Guarded

Refuses rather than fabricates. Explains every change. Masks personal details in anything it stores.

2,879résumés in the benchmark
459real job postings
204expected-outcome pairs
17checks on every draft

We chose every model we run by blind evaluation, against a benchmark we keep for the purpose. The corpus, the checks and the reports are published, so a number we claim is a number you can reproduce.