FuzzyMatch

Strictness and scores

What the score means

Each match gets a score from 0 to 100%. FuzzyMatch compares every paired column, then combines those comparisons using the importance you set. 100% means every compared value matched.

ScoreColourWhat to do
90% and upGreenAlmost certainly the same record.
75–89%BlueVery likely the same; spot-check a few.
Below 75%AmberWorth a look: could be a nickname, a typo, or a different record.

How strict?

Strictness is the lowest score that still counts as a match.

  • Loose (60%) catches heavy typos and nicknames, but you'll review more false matches.
  • Balanced (75%) is a good default for names and companies.
  • Strict (90%) keeps only near-identical records. Use it when a wrong match is costly.

If you get too few matches, loosen the setting or pair more columns. If you get too many wrong ones, tighten it or raise the importance of an identifying column like email.

Matches per record

  • Best match only pairs each record in the first file with its single closest match.
  • All good matches lists up to 10 matches per record that clear your strictness. Use it to find duplicates or to see the runner-up candidates.