Fuzzy Matching Guide for Excel on Mac

By Andrew Apell - Updated

Key Takeaways

  • The official Microsoft Fuzzy Lookup Add-in is Windows-only, so there is no fuzzy lookup add-in for Mac. Power Query's Fuzzy Merge is the closest native option for approximate matching on macOS.
  • Traditional fuzzy matching (like Power Query) uses lexical algorithms that struggle with complex variations, synonyms and acronyms.
  • Flookup for Google Sheets offers a superior alternative for Mac users, leveraging AI-powered semantic matching to understand context and meaning.
  • Using Flookup allows for advanced deduplication, automated data cleaning and intelligent record linkage without the need for complex VBA, a fuzzy VLOOKUP formula on Mac or Windows workarounds.

There is No Fuzzy Lookup Add-in for Excel on Mac

Quick Checklist

Step Action Why It Matters
1 Identify unmatched records across your data sources Pinpointing the gap clarifies which records need fuzzy matching attention
2 Export the data to a compatible matching tool Choose a platform that supports the fuzzy algorithms your dataset requires
3 Apply the fuzzy matching algorithm to candidate pairs Levenshtein or phonetic methods catch near-matches that exact lookup would miss
4 Review the suggested match pairs for accuracy Human oversight ensures borderline matches are correctly accepted or rejected
5 Merge confirmed matches into a single consolidated dataset A unified record set eliminates redundancy and improves downstream analysis

For years, Mac users have faced a significant gap in their Excel toolkit: The absence of the official Microsoft Fuzzy Lookup Add-in. Nearly one in three Microsoft 365 subscribers are on Mac and those users have been locked out of Excel's Fuzzy Lookup since it launched in 2013. This powerful tool, a staple for data cleaning on Windows, was never made available for macOS, leaving users to rely on cumbersome workarounds.

This gap forced Mac users into inefficient processes, such as:

Why the Fuzzy Lookup Add-in Will Not Install on Mac

It is tempting to search for a "fuzzy lookup add-in for Mac" and download a third-party copy of the tool, but the official Microsoft Fuzzy Lookup add-in simply will not install on macOS. It was built as a Windows-only utility and when Mac users try to download it, Excel frequently responds with a "Cannot Open File" error because the installer is not compatible with Excel for Mac.

This is a known limitation rather than a fault in your setup. Microsoft has confirmed that macOS is not among the operating systems supported by the Fuzzy Lookup add-in, which is why it never appears in the Office Add-ins store for Mac users and cannot be used in Excel for Mac or Excel on the web. If you are using Office 365 or Office 2024 on a Mac, the add-in will not be available to you.

What you can install instead are separate Office add-ins that happen to use the "fuzzy lookup" name, such as "Fuzzy search for excel" in the Microsoft marketplace. Some of these claim Mac support, but they are third-party products with no connection to Microsoft, many are unmaintained and their descriptions are often copied from one another. For a closer look at how these add-ins compare with a purpose-built tool such as Flookup, see our Fuzzy Lookup for Excel vs Flookup Data Wrangler comparison.

In short, for genuine fuzzy lookup on a Mac, the practical options are Power Query's Fuzzy Merge, a formula-based approximate match or a Google Sheets add-on such as Flookup.


The Built-in Power Query Fuzzy Merge

Power Query, including its Fuzzy Merge feature, is available in Excel for Mac. It is the closest thing to a native fuzzy matching option that Microsoft offers on macOS and it is a significant improvement over the days when Mac users had no built-in way to perform approximate matches at all.

Power Query's Fuzzy Merge is a capable tool for basic fuzzy matching tasks. It allows you to merge tables based on similar text and is a huge improvement over having no native tools. For a wider look at your options, including tools that run outside Excel entirely, see our comparison of the best fuzzy matching software.

However, it relies on the same lexical algorithm (Jaccard index) as the old Windows add-in, which has its limitations. It is great for catching simple typos but struggles with more complex variations.


A DIY Approach with VBA and Formulas

For those willing to get their hands dirty, it is possible to create a custom fuzzy matching solution using a combination of Excel formulas and Visual Basic for Applications (VBA). This method typically involves two key steps:

  1. Creating a Custom Levenshtein Function: You can write a VBA script to create a custom function, for example, "LEVENSHTEIN()" that calculates the "edit distance" between two strings. This requires using the VBA editor.
  2. Combining with Standard Formulas: Once you have your custom function, you can combine it with "INDEX", "MATCH" and other array formulas to find the row with the highest similarity score and return the corresponding value.

While this approach offers a high degree of control, it has significant drawbacks.

It requires coding knowledge and can be very slow on large datasets, making it impractical for most users as a day-to-day solution.

What About an Approximate Match or Fuzzy VLOOKUP Formula on Mac?

A common request from Mac users is a "fuzzy VLOOKUP on Mac" or an "approximate match" formula that does not depend on the missing add-in. Excel's built-in VLOOKUP and XLOOKUP support approximate matching, but they only work on sorted data and match the nearest value, not similar text. For genuinely similar text, you would need to combine INDEX, MATCH and the edit-distance logic described above, which brings back the speed and complexity problems of a formula-based approach.

In Excel for Mac, the practical answer for "fuzzy lookup excel mac" style tasks is Power Query's Fuzzy Merge for joins or a Google Sheets add-on such as Flookup for true fuzzy matching that handles synonyms and abbreviations as well as typos.


Why Traditional Fuzzy Matching Falls Short

Traditional fuzzy matching, like that in Power Query, works by comparing the characters or words in two strings. It calculates a similarity score based on how many elements they share. For example, it can easily see that "John Smith" and "Jhon Smith" are very similar.

But this approach has a fundamental limitation. What we call the Synonym Problem: it can count shared characters, but it cannot tell you that "CEO" means the same thing as "Chief Executive Officer". That is the fundamental limitation of character-based matching.

Consider these examples where it would struggle:

Term 1 Term 2
The big apple New York City
Chief Exec. Officer CEO
United States of America USA

A traditional algorithm would see these pairs as completely different because they share few, if any, common words. This is where a more intelligent approach is needed.


A Better Alternative with Flookup

For those who need more power, accuracy and flexibility than Power Query can offer, Flookup Data Wrangler for Google Sheets is a far more advanced solution. Its cloud-based nature makes it perfectly accessible and incredibly powerful for Mac users.

Flookup moves beyond traditional algorithms by leveraging sophisticated Data cleaning tools for data cleaning.

This allows it to intelligently identify connections that other tools miss, such as matching "Chief Executive Officer" with "CEO.".

By using Flookup Data Wrangler, Mac users can:


Comparing Power Query and Flookup

Feature Power Query (Excel) Flookup (Google Sheets)
Core Technology Compares text characters using the Jaccard similarity algorithm Compares text by meaning using data cleaning tools.
Works Well For Simple typos and minor spelling variations. Complex variations, synonyms and acronyms.
Collaboration File-based, limited real-time options. Cloud-native, built for real-time team collaboration.
Ease of Use Integrated, but can have a steeper learning curve. Simple and powerful formulas.
Free Plan No (requires Microsoft 365 subscription) Yes. Free plan with exact matching and Sheets AI Assistant. No subscription and no credit card.

Best Practices for Any Method

Regardless of the tool you choose, following these best practices will ensure better and more reliable results:


Beyond Mac Excel Limitations

While Excel for Mac now has a basic fuzzy matching capability through Power Query, it is not the most powerful tool available.

For Mac users who need truly advanced, accurate and intelligent data matching, Flookup for Google Sheets is the definitive solution.

It overcomes the limitations of older, algorithm-based tools by bringing AI-powered semantic understanding to your data, all within a collaborative, cloud-based environment that works seamlessly on any operating system.

Ready to Experience Smarter Data Matching?

Get started with Flookup today to see how AI-powered semantic matching can transform your workflow on Mac.


Frequently Asked Questions

Does Excel for Mac have built-in fuzzy matching?

No, Excel for Mac does not include a dedicated fuzzy matching feature on the level of the Windows-only Fuzzy Lookup add-in. Mac users can use Power Query's fuzzy merge for approximate matching or turn to Google Sheets add-ons such as Flookup for more advanced fuzzy matching on their data.

Is there a fuzzy lookup add-in for Mac?

Microsoft's official Fuzzy Lookup add-in is only available for Excel on Windows and cannot be installed on a Mac. Third-party add-ins that use the fuzzy lookup name, such as "Fuzzy search for excel", do claim Mac support, but many of these are unmaintained and built on copy-pasted marketing text, so check their update history before relying on them.

Can I use Power Query for fuzzy matching on Mac?

Yes. Power Query, including the Fuzzy Merge option, is available in Excel for Mac. It handles simple typos and spelling variations well, but it relies on token-based similarity and struggles with synonyms, acronyms and abbreviations, which is where tools such as Flookup for Google Sheets go further.

Why is fuzzy lookup not in Excel on Mac?

Microsoft built the Fuzzy Lookup add-in as a Windows-only tool and has never shipped it for macOS. When Mac users try to download the add-in, they often see a "Cannot Open File" error because the installer is not compatible with Excel for Mac.

How do I install add-ins in Excel on Mac?

Excel for Mac supports Office add-ins through Insert, then Add-ins. The official Microsoft Fuzzy Lookup add-in is not among them because it is Windows-only. For fuzzy matching on a Mac, use Power Query's Fuzzy Merge or install Flookup from the Google Workspace Marketplace.

What is the best alternative to Excel Fuzzy Lookup for Mac?

Flookup for Google Sheets is a strong alternative, offering Levenshtein, phonetic and semantic matching within the spreadsheet environment. For users who prefer offline tools, Python libraries such as fuzzywuzzy or RapidFuzz provide powerful fuzzy matching capabilities on any platform.


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