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How the extension fit score works

The six preference signals, their weights, how an unstated signal is handled, the hard-fail cap, and why a posting sometimes gets no score.

Chrome extension · about 3 minutes

On this page
  1. The six weighted signals
  2. What happens when a posting does not state a signal
  3. Hard-fail cap
  4. Score bands in the side panel
  5. When there is no score
  6. Related

The extension fit score compares a detected job posting against the preferences saved in your ATSReady account. It does not score the job against your resume — the readings that do are on How job and resume scores work.

The side panel signed in, showing a What gets compared list naming each signal beside its weight.
The panel is the only place in the product that names every signal and its weight together. A signal the posting does not state leaves the comparison rather than scoring against you.

The six weighted signals

Signal Weight
Work Authorization 25
Schedule Type 20
Salary Range 20
Location / Remote 15
Desired Roles 10
Experience Level 10

Each signal is shown in the panel's Signals list with its weight and one of four states: Pass, Warning, Fail, or Not stated.

What happens when a posting does not state a signal

A signal the posting never mentions is left out of the score entirely. It is not counted as a miss and it is not counted as half a miss.

The score is calculated only over the signals the posting actually stated: each stated signal's result is multiplied by its weight, the total is divided by the weight of the stated signals alone, and the result is expressed out of 100. So the number answers "of what this posting told us, how much matches" — a vague advert does not drag the score down on your behalf.

If the posting states none of the six, there is no score at all. See the unscored reasons below.

Hard-fail cap

If Work Authorization or Schedule Type hard-fails, the overall score is held at 30 however well the rest scored.

When that happens the panel does not quietly show the lower number. It adds a chip that names both figures — the score it was held at, and the raw score it would otherwise have had — and it marks the signal responsible with a Hard fail pill in the signals list. If the two numbers on that chip are far apart, the cap is the whole story and the rest of the posting matched well.

Score bands in the side panel

  • 70 and above: Strong fit
  • 40 to 69: Mixed fit
  • below 40: Weak fit

When there is no score

The panel headed Score a job before you apply replaces the score card whenever there is nothing to score. It names which of seven reasons applies:

The panel reads What it means
Nothing scored yet The panel is open but has not scored anything yet
Tell us what you are looking for No job preferences are saved on your profile
No page to look at There is no web page in this window to inspect
This does not look like a job posting There is a page and it was not detected as a posting
This page could not be read The page could not be inspected
The panel lost its connection The panel could not reach the extension's background worker
This posting does not say enough to score The posting states none of the things your preferences cover

The last one is the most common. It is a fact about the advert rather than about you, and the panel says so rather than showing a zero.