Fuzzy matching is a process that compares text strings to identify records that are similar but not identical. This is critical when data includes typos, formatting differences, abbreviations, or inconsistent casing. Match Data Pro’s fuzzy matching software allows you to detect these near-duplicates with precision, using intelligent scoring algorithms and customizable thresholds.
When speed and accuracy matter, we’ve got you covered
Choosing the right fuzzy matching software is critical when accuracy, speed, and scalability matter. Match Data Pro was built specifically for data professionals who need high-performance record matching with full control, flexibility, and transparency.
Here’s why teams choose our fuzzy match solution:
Connect and compare unlimited data sources using our powerful fuzzy match software. Match records across files, databases, and APIs—no silos, no limits.
Automatically map similar column names across data sources with fuzzy match software. Save time by aligning fields—even when headers don’t match exactly.
Choose from Partial, Complete, or our exclusive Complete+Bridge mode to control how records are grouped after fuzzy matching. Balance match strictness and coverage based on your data and goals.
Choose between pair-based or group-based scoring methods to control how similarity is calculated. Group scoring highlights how each record compares to the group master, helping you capture more meaningful matches—even when some fall just below the threshold.
Our system uses a combination of Jaro-Winkler and other similarity algorithms to ensure the highest accuracy in matching records, even with significant variations.
Tailor your fuzzy match parameters with custom definitions and criteria to suit your specific needs and data sets.
Adjust the fuzzy level to fine-tune the sensitivity of your matches and balance between precision and recall.
Export exactly what you need—matches, non-matches, deduplicated records, or dictionaries. Our fuzzy match software gives you full control over your output.
Whether you’re dealing with customer records, product databases, or any other type of data, our fuzzy matching technology provides the tools you need to achieve superior data accuracy. Explore the benefits of our fuzzy software and see how it can transform your data operations.
At Match Data Pro, our core focus is fuzzy data matching and entity resolution but our platform goes far beyond that
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