How DedupFuzzy handles company name variations
One of our most-asked questions: |
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"How does DedupFuzzy know that 'Google LLC' and 'Alphabet Inc.' are related?" |
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Here's what happens under the hood: |
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Step 1 — Tokenisation |
We break names into meaningful tokens, removing noise words like "Inc", "Ltd", "Corp". |
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Step 2 — Similarity scoring |
Multiple fuzzy algorithms run in parallel and vote on the match quality. |
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Step 3 — AI adjudication |
Our model weighs the scores and flags pairs above your chosen confidence threshold. |
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Step 4 — You decide |
We show you the matches — you approve, reject, or merge. |
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No black box. Full control. |
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This is why DedupFuzzy catches matches that simple exact-match or even basic fuzzy tools miss. |
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Curious how it handles YOUR data? Upload a sample free. |
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#AITools #FuzzyMatching #DataEngineering #ProductFeature |
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