Watch an LLM read the job market honestly.
Real postings, scored live by Claude, with the reasoning shown.
loading today's sweep…
000 · WHO'S LOOKING?
Processed in-memory for this one scoring run. Never stored, never logged, never used for anything else. Uploads are extracted in memory and discarded.
Swept every morning · five boards and ~800 company ATS feeds
Live scoring
Fit 0–100 lights the rose. The band it lands in picks the route.
Why those, and not the rest
Every posting this morning's sweep looked at, and the prefilter's own verdict on each. Free, instant, and it spends nothing to say no.
Remote-listed
The posting itself has to say remote — not "flexible", not "hybrid-friendly".
Region-eligible
Work authorization, against where the role can legally be performed.
Title in scope
The title has to sit in the bands the candidate is searching. Cheapest gate, biggest cut.
Saved jobs
Kept in this browser only. You click Apply — JobScout never does.