Key takeaways:
- Traditional Excel lookups, from VLOOKUP to the more modern XLOOKUP, require users to learn and write complex, error-prone formulas to merge data from different tables.
- Excel AI, exemplified by Excelmatic, eliminates the need for formula syntax. You simply describe the data you want to merge or find in plain language.
- Using an AI-powered tool like Excelmatic drastically reduces the time spent on data lookups, improves accuracy, and offers unparalleled flexibility to handle follow-up questions without rewriting a single formula.
The Daily Grind of Data Lookups in Excel
Picture this: you're a sales manager, and it's the end of the quarter. You have a spreadsheet with the latest sales performance figures, identified by employee ID. In a separate file, you have the master employee roster with their names, departments, and bonus tiers. Your task is simple: create a report that shows each employee's name next to their sales figure and calculate their quarterly bonus.
This sounds straightforward, but every seasoned Excel user knows the feeling of dread that follows. This "simple" task means you're about to spend the next hour wrestling with lookup formulas. You need to pull data from one table into another, a cornerstone of data analysis but also one of Excel's most notorious friction points.
You'll ask yourself: "Should I use VLOOKUP? Oh, but the employee name is to the left of the ID in the master file. Okay, INDEX/MATCH it is. Wait, what's the syntax for that again? Or maybe I should use the new XLOOKUP? What were those arguments for an approximate match?" This internal monologue is a universal experience for anyone who works with data in Excel.
The Traditional Excel Solution: From VLOOKUP to XLOOKUP
For years, the go-to function for this task was VLOOKUP. It was powerful but deeply flawed. It couldn't look to its left, its column index number was fragile (insert a new column and the formula breaks), and its default approximate match behavior has caused countless silent errors in spreadsheets worldwide.
Microsoft's answer to these problems is XLOOKUP, a far more powerful and flexible function available in Microsoft 365.
What Makes XLOOKUP Better?
XLOOKUP is a significant improvement. Its syntax is:
=XLOOKUP(lookup_value, lookup_array, return_array, [if_not_found], [match_mode], [search_mode])
It solves VLOOKUP's biggest problems:
- Looks anywhere: It uses separate
lookup_arrayandreturn_array, so you can look up a value and return a value from a column to the left. - Safer by default: It defaults to an exact match, which is what you want 95% of the time.
- Built-in error handling: The
[if_not_found]argument lets you specify a clean message like "Employee Not Found" instead of the ugly#N/Aerror, without needing a separateIFERRORfunction. - More powerful matching: It can handle complex scenarios, like finding the closest value smaller or larger than your lookup value, which is useful for things like tax brackets or commission tiers.
For instance, to calculate a sales bonus based on volume tiers, you might use a formula like this:
=XLOOKUP(F2, A2:A5, B2:B5, "No Bonus", -1)
This formula looks up the sales figure in cell F2 within the sales tiers (A2:A5), returns the corresponding bonus from B2:B5, and if an exact match isn't found, it finds the next smallest item (thanks to the -1 match mode).

The Lingering Limitations of XLOOKUP
While XLOOKUP is a fantastic tool for an Excel power user, it's not a silver bullet. The fundamental problem remains: you are still manually writing, debugging, and maintaining code.
- Syntax is Still Complex: An Excel novice (and even many intermediate users) will be intimidated by a function with six arguments. What's the difference between
match_mode0, -1, 1, and 2? You have to remember or look it up every time. - It's Inflexible to Change: Your manager loves the report but asks, "Great, can you also pull in their hire date and filter for people who sold over $20,000?" With XLOOKUP, this means going back to your sheet, writing another XLOOKUP formula in a new column, and then applying a filter. Every new question means more manual formula work.
- Error-Prone Setup: You still need to be careful. If your
lookup_arrayandreturn_arraydon't have the same number of rows, you'll get a#VALUE!error. It's an easy mistake to make in large datasets. - The Barrier to Entry: You're still thinking like a machine, translating a business request into rigid formula syntax. This creates a barrier for team members who understand the business goal but don't have the Excel expertise to execute it.
The New Paradigm: Using Excel AI (Excelmatic) for Data Lookups
What if you could skip the formula-writing entirely? What if you could just state your business goal in plain language and have the result appear instantly? This is the promise of Excel AI Agents like Excelmatic.

Instead of telling Excel how to perform the lookup with a specific function, you tell the AI what you want to achieve. The AI handles the "how."
Step-by-Step: Merging Data with Excelmatic
Let's revisit our sales bonus report scenario. Here’s how you’d solve it in seconds with Excelmatic.
1. Upload Your Data
First, you upload your Excel or CSV files to Excelmatic. You can upload multiple files at once (e.g., sales_performance.xlsx and employee_roster.xlsx) or work with data in different sheets within a single workbook.

2. Describe Your Goal in Plain Language
Now, you simply chat with the AI. Instead of writing a formula, you type a request.
Here are a few examples of prompts you could use:
- "I have two sheets, 'Sales Data' and 'Employee Roster'. Merge them using the 'Employee ID' column, which is common to both."
- "For each row in my 'Sales Data' sheet, find the corresponding 'Employee Name' and 'Department' from the 'Employee Roster' sheet."
- To replicate the complex bonus calculation: "Create a new column called 'Bonus'. Calculate its value based on the 'Sales Volume' and the tiers in my 'Bonus Tiers' sheet."

3. Review and Iterate with Follow-up Questions
Excelmatic will instantly generate a preview of the merged table. But the real magic is what comes next. Remember the manager's follow-up request? You don't need to touch a formula. You just continue the conversation.
- "Great. Now filter this table to only show employees in the 'North America' region."
- "Add another column that calculates a 15% tax on the bonus amount."
- "Sort the final table to show the employees with the highest sales volume at the top."
This conversational approach is impossible with traditional formulas. It turns data analysis from a static, rigid process into a dynamic, interactive exploration.
4. Export Your Final Result
Once you're happy with the result, you can download the clean, merged, and calculated table as a new Excel file with a single click. No messy formulas, no risk of errors, just the final data you need.
A Sample Conversation with Excelmatic
Here's how that entire workflow might look in a real conversation:
User: I've uploaded two files: sales.csv and employees.xlsx. Please merge them based on the 'Employee ID' column.
Excelmatic: Done. I have merged the two files. The new table includes all columns from your sales data and has the corresponding 'Full Name', 'Department', and 'Hire Date' added for each employee. What would you like to do next?
User: Perfect. Now, using the 'Sales Amount' column, create a new column named 'Commission' based on these rules: if sales are over 50000, commission is 10%; if over 25000, it's 7%; otherwise, it's 5%.
Excelmatic: I have added the 'Commission' column with the calculated values according to your rules. The preview is updated. Would you like to make any other changes?
User: Yes, please filter this to only show results for the 'Hardware' department and sort by commission in descending order.
Excelmatic: The data has been filtered and sorted as requested. You can now download the final report.
XLOOKUP vs. Excelmatic: A Quick Comparison
| Feature | The Old Way (XLOOKUP) | The AI Way (Excelmatic) |
|---|---|---|
| Method | Manually write and debug formula syntax. | Describe the desired outcome in natural language. |
| Learning Curve | Memorize function arguments and options. | Learn to ask clear business questions. |
| Flexibility | Rigid. New requests require editing or adding complex formulas. | Dynamic. Ask follow-up questions in a conversation. |
| Data Merging | Requires a separate formula for each column you want to pull. | Merges entire tables with a single, simple command. |
| Error Handling | Relies on user to handle #N/A or #VALUE! errors. |
The AI understands context and asks for clarification if needed. |
FAQ
Do I need to know XLOOKUP or VLOOKUP to use Excelmatic? No, not at all. Excelmatic is designed to eliminate the need for you to know any specific Excel function syntax. If you can describe your business logic, you can use it.
Can Excelmatic handle lookups between different files? Yes. You can upload multiple Excel or CSV files, and the AI can understand the relationships between them and merge data across them seamlessly.
What if my column names for the lookup key don't match exactly? The AI is often smart enough to infer the relationship (e.g., 'Emp ID' and 'Employee_ID'). If not, you can simply specify it in your prompt: "Merge the tables using 'Emp ID' from the first sheet and 'Employee_ID' from the second."
Is my data safe and private when I upload it to Excelmatic? Data privacy is a top priority. Excelmatic uses secure protocols for data handling and has strict privacy policies in place. Your data is used only to process your requests and is not shared or used for any other purpose. For detailed information, always refer to the official privacy policy.
Can I still get the Excel formula from Excelmatic if I want it? Yes. For users who want to learn or apply the formula in their own sheets, you can ask Excelmatic to generate the corresponding XLOOKUP or INDEX/MATCH formula for you. It's a great way to learn while getting work done.
Take Action: Upgrade Your Excel Workflow Today
Every hour spent deciphering formula syntax or manually correcting lookup errors is an hour you're not spending on strategic analysis. While XLOOKUP is a step up from VLOOKUP, it's still a tool from a past era of manual data manipulation.
The future of spreadsheet productivity lies in telling the software what you want, not meticulously programming how to do it. By embracing an Excel AI agent, you empower yourself and your team to move faster, make fewer errors, and answer complex business questions with unprecedented agility.
Stop wrestling with lookups. Try Excelmatic for free today and experience the power of conversational data analysis. Upload one of the spreadsheets you're currently working on and ask it the question you were about to write a formula for. You'll be amazed at the difference.







