Key Highlights & Findings
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Standardizing company names reduced duplicate companies in Payfit's CRM from 30% to 9%, enabling sales teams to focus on net-new business.: Standardizing company names reduced duplicate companies in Payfit's CRM from 30% to 9%, enabling sales teams to focus on net-new business.
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Key normalization rules include removing special characters, standardizing legal suffixes, enforcing proper case, and extracting domains from URLs.: Key normalization rules include removing special characters, standardizing legal suffixes, enforcing proper case, and extracting domains from URLs.
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Fuzzy matching uses parameters like sensitivity index, leading index percentage, and minimum character length to identify near-matches for manual review.: Fuzzy matching uses parameters like sensitivity index, leading index percentage, and minimum character length to identify near-matches for manual review.
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