SARAL Docs
Candidates

Scores

A score is fit for this search, not a verdict on the person's career.

The number on a row answers one question: how well does this person match what you asked for?

It is not a personality test, and it is not are they hireable in general.

Close crop of a results row showing a numeric match score and a fit label such as Excellent Fit or Good Fit.

Score and fit on a row

Close crop of a results row showing a numeric match score and a fit label such as Excellent Fit or Good Fit.

Score and fit on a row

Close crop of a results row showing a numeric match score and a fit label such as Excellent Fit or Good Fit.

What goes into the number

SARAL looks at the same things you would:

  • Does the role line up with their titles and related work?
  • Is experience in the range you asked for?
  • Do the skills show up in a believable way?
  • Are they in the location you required?
  • Do the fuzzier asks hold up when you read the profile (SaaS, leadership, a domain, a language)?

Location is the hard gate. The rest moves the score. Fuzzy asks nudge people up or down. They do not silently erase a strong match.

Labels you will see

LabelScoreHow to treat it
Excellent Fit85+Open first. Likely worth a conversation if the profile holds up.
Good Fit60-84Solid. Read two or three.
Partial Fit30-59Use when the top is thin, or you want a different shape of person.
Low Fitbelow 30Audit when you are stuck or checking the model's taste.

You are allowed to disagree with a number. That is why the profile exists.

How to use scores without worshipping them

  1. Trust the order more than the exact digit. 84 versus 81 is not a story.
  2. Open a high score and a mid score. If your gut and the number disagree, rewrite the search.
  3. Do not unlock twenty mid scores hoping contact data will make them better.

If something in the system cannot finish a deeper read of the profile, you still get a ranked list. You will never see a fake explanation invented to fill a gap.

What's next

On this page