The hardest part of job hunting isn’t writing applications — it’s deciding which ones are worth writing. The wrong filter produces 100+ applications and 3 callbacks. The right filter produces 30 applications and 8 callbacks.
A diagnostic gives you a 27-second yes/no.
The 2-question filter
1. What does the diagnostic verdict say?
- Low risk: apply.
- Medium risk: apply if the cause is fixable in <15 minutes.
- High risk: skip unless the cause is fixable.
2. Are the recommendations small or huge?
- Small (retitle, rewrite 3 bullets, change the summary) → apply.
- Huge (“you don’t have the domain experience,” “the role is one level above your scope”) → skip; spend that time on a better-fit role.
Why this beats applying to everything
Applying to roles that will reject you in 6 seconds is not “more chances.” It’s noise. Each rejection costs you 30+ minutes (resume tweak, cover letter, application form) and yields 0 signal.
Applying to roles where the diagnostic verdict is medium-or-low risk gets you actual interview rates. Same time budget, 3–5× better outcomes.
Run the diagnostic before, not after
The mistake is applying first, getting rejected, then trying to figure out why. Run a diagnostic before. 27 seconds. Free. The first one usually surprises people about which roles actually fit.