How to Extract Website Data to Excel: A Step-by-Step Guide

Last Updated on February 2, 2026

In today’s business world, Excel isn’t just a spreadsheet—it’s the backbone of decision-making for sales, marketing, and operations teams everywhere. Nearly rely on Excel as a core part of their daily workflow, and the demand for fresh, structured website data in those spreadsheets is only growing. But let’s be honest: most folks still think “extract website data to Excel” means hours of copy-paste, wrestling with clunky scripts, or begging IT for help.

I’ve spent years building automation tools, and I can tell you—those days are over. With AI-powered solutions like , anyone can pull website data straight into Excel in just a few clicks. No code, no headaches, and no more “why is this column full of gibberish?” moments. Let’s dive into how you can make this happen (and why you’ll never want to go back).

What Does It Mean to Extract Website Data to Excel?

When we talk about “extracting website data to Excel,” we’re really talking about turning messy, unstructured information from the web—think product listings, contact directories, reviews, or pricing tables—into clean, structured rows and columns you can analyze, share, and act on in Excel.

Why Excel? Because it’s familiar, powerful, and plays nicely with just about every business process. Whether you’re building a lead list, tracking competitor prices, or compiling market research, Excel is the universal language for getting things done.

Traditionally, this process meant either copying and pasting data by hand (not fun), using clunky Excel Web Queries, or writing custom scripts in Python or VBA. These methods work, but they’re slow, fragile, and definitely not for the faint of heart. Today, modern tools like put the power of data extraction in everyone’s hands—no coding required.

Typical data types you might extract:

ai-driven-market-insights-dashboard.png

  • Contact info (names, emails, phone numbers)
  • Product details (titles, prices, SKUs, images)
  • Company directories
  • Reviews and ratings
  • Event or property listings
  • Unstructured notes or descriptions

Why Extract Website Data to Excel? Key Business Use Cases

Let’s get practical. Why go through the trouble of pulling website data into Excel? Here are some real-world scenarios where it pays off—big time:

Team/RoleUse CaseValue Delivered
SalesScrape leads from LinkedIn, Google Maps, or company directoriesBuild targeted outreach lists, boost conversion rates
MarketingAggregate competitor pricing, product launches, or reviewsInform campaigns, spot trends, optimize messaging
Ecommerce OpsTrack SKU prices, stock, and descriptions across sitesEnable dynamic pricing, monitor inventory, spot gaps
Real EstateCollect property listings, agent directories, or market compsSpeed up research, improve client proposals
Research/AnalystCompile news, reviews, or regulatory infoFaster, more accurate reporting and insights

The bottom line? means more time for strategy, outreach, and closing deals.

Comparing Ways to Extract Website Data to Excel: From VBA to AI Tools

There are plenty of ways to get website data into Excel, but not all methods are created equal. Here’s a quick rundown of the most common approaches:

MethodEase of UseSetup TimeMaintenanceFlexibilityHandles Complex Data?
Manual Copy-PasteLowHighN/AHighNo
Excel Web QueryMediumMediumHighLowNo
VBA/Python ScriptsLowHighHighHighSometimes
Browser PluginsMediumMediumMediumMediumLimited
Thunderbit (AI Tool)HighLowLowHighYes
  • Manual Copy-Paste: Great for five rows, a nightmare for 500.
  • Excel Web Query: Works for simple tables, but breaks on modern, dynamic sites.
  • VBA/Python: Powerful but requires coding skills and constant maintenance.
  • Browser Plugins: Somewhat easier, but often can’t handle images, subpages, or messy layouts.
  • Thunderbit: No code, no templates, just click and go—even on complex or unstructured pages.

Step-by-Step: How to Extract Website Data to Excel with Thunderbit

Here’s where the magic happens. With Thunderbit, extracting website data to Excel is as easy as making a cup of coffee (and a lot less likely to spill on your keyboard). Here’s how I do it:

1. Install the Thunderbit Chrome Extension

Head to the and add it to your browser. Sign up for a free account—no credit card required. You’ll get enough free credits to try out all the features.

2. Navigate to Your Target Website

Open the page you want to extract data from—this could be a product listing, a directory, or even a search results page. Thunderbit works on almost any site, including those with dynamic content or infinite scroll.

3. Click “AI Suggest Fields”

This is where Thunderbit shines. Click the extension icon, then hit “AI Suggest Fields.” Thunderbit’s AI scans the page and recommends the best columns to extract—like “Name,” “Email,” “Price,” or “Image.” You can tweak these suggestions or add your own.

4. Review and Adjust Fields

Want to format phone numbers, categorize products, or add custom tags? Use the “AI Improve Fields” feature to add instructions for formatting, labeling, or even translating data. Thunderbit’s AI will handle the heavy lifting.

5. Click “Scrape” and Watch the Data Flow

Hit “Scrape,” and Thunderbit will extract the data into a neat table—handling pagination, subpages, and even images or PDFs if needed. No more weird formatting or missing rows.

6. Export to Excel

Once your data is ready, just click “Export” and choose Excel (CSV or XLSX). You can also export directly to Google Sheets, Airtable, or Notion if that’s your jam. The export is instant and free—no hidden fees.

For a visual walkthrough, check out the .

Troubleshooting Common Issues

Even with AI, the web can be a wild place. Here are a few common hiccups and how to fix them:

ai-driven-market-insights-dashboard.png

  • Login Required: For pages behind a login, use Thunderbit’s “Browser Scraping” mode. Just log in as usual, then start scraping.
  • Dynamic Content: If the page loads data as you scroll, make sure to scroll down or click “Load More” before scraping.
  • Pagination: Thunderbit can handle both click-based and infinite scroll pagination. Just tell it how to find the “Next” button if needed.
  • Missing Data: Use “AI Improve Fields” to clarify what you want, or double-check your field names for accuracy.

Need more help? The is packed with tips and troubleshooting guides.

Beyond the Basics: AI Data Optimization Before Exporting to Excel

Here’s where Thunderbit really pulls ahead of the pack. It’s not just about grabbing raw data—it’s about making that data useful in Excel.

Format, Categorize, and Label with “AI Improve Fields”

Before exporting, you can use Thunderbit’s “AI Improve Fields” to:

  • Format phone numbers to E.164 or your preferred style
  • Group leads by region, industry, or custom tags
  • Categorize products by type, price range, or availability
  • Translate descriptions into English (or any of 34 supported languages)
  • Summarize unstructured text for easier analysis

For example, if you’re scraping a list of real estate listings, you can have Thunderbit automatically tag each property as “Condo,” “Single Family,” or “Multi-Unit” based on the description. Or, if you’re pulling contact info, you can standardize all phone numbers before they hit your Excel sheet.

The result? Cleaner, more actionable data—ready for pivot tables, charts, or direct upload to your CRM.

Real-World Example: Sales and Marketing Teams Extracting Leads to Excel

Let’s walk through a scenario I see all the time: a sales team wants to build a list of leads from LinkedIn or Google Maps.

Workflow:

  1. Identify Target Pages: Use LinkedIn search or Google Maps to find companies or professionals in your niche.
  2. Open Thunderbit: On the results page, click the Thunderbit icon.
  3. AI Suggest Fields: Let Thunderbit recommend columns like “Name,” “Company,” “Email,” “Phone,” and “Website.”
  4. Scrape Subpages: For deeper info (like individual profiles or company pages), use Thunderbit’s subpage scraping to enrich your dataset.
  5. Export to Excel: Download the results and filter, sort, or segment as needed for outreach.

Result: What used to take hours of manual copy-paste now takes minutes. And because Thunderbit structures the data, you can easily upload it to your CRM or run advanced analysis in Excel.

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Automating Data Extraction: Scheduled Scraping and Excel Export

Why stop at one-time scrapes? Thunderbit’s “Scheduled Scraping” feature lets you automate the whole process—perfect for ongoing tasks like price monitoring, lead list updates, or market research.

How it works:

  • Set your desired time interval (daily, weekly, monthly, or custom).
  • Tell Thunderbit which website or URLs to scrape.
  • Thunderbit will automatically extract the latest data and export it to Excel (or Google Sheets/Airtable/Notion) at each interval.

This means you can wake up every Monday to a fresh, up-to-date spreadsheet—no manual work required. For ecommerce teams tracking competitor prices or sales teams monitoring new leads, this is a total game changer.

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Handling Complex Website Data: Images, Directories, and Unstructured Content

Not all data is neat and tidy. Sometimes you need to extract images, messy company directories, or unstructured text. This is where Thunderbit really shows off:

  • Images: Thunderbit can extract image URLs or even download and embed images directly into your Excel, Notion, or Airtable exports.
  • Directories: Whether it’s a list of agents, products, or services, Thunderbit’s AI can identify and structure the data—even if the layout is inconsistent.
  • Unstructured Text: Use AI prompts to summarize, categorize, or clean up descriptions, reviews, or notes.

Traditional tools like VBA or Web Query usually choke on these data types, but Thunderbit’s AI adapts on the fly.

Comparing Thunderbit with Traditional and Alternative Tools

Let’s put it all together:

Feature/CriteriaThunderbit (AI)Excel VBAWeb QueryPython ScriptBrowser Plugin
No-Code SetupYesNoPartialNoPartial
Handles ImagesYesNoNoSometimesRarely
Subpage ScrapingYesNoNoYes (complex)Rarely
Data Formatting/AIYesNoNoYes (manual)No
Scheduled AutomationYesNoNoYes (complex)Rarely
Export to ExcelYes (1-click)YesYesYesYes
Maintenance NeededNoHighHighHighMedium
Works on Any SiteYesNoNoYesSometimes
Free TierYesN/AN/AN/ASometimes

For most business users, Thunderbit is the clear winner on ease, flexibility, and power—especially if you’re dealing with complex or changing websites.

Key Takeaways: Making Website Data Work for Your Business in Excel

Here’s the big picture:

  • Extracting website data to Excel is no longer a technical hurdle. With tools like Thunderbit, anyone can do it—no coding, no templates, just a few clicks.
  • AI-powered features mean cleaner, more useful data. Format, categorize, and label your data before it ever hits Excel.
  • Automation saves time and keeps your data fresh. Scheduled scraping means you’re always working with the latest info.
  • Thunderbit handles the messy stuff. Images, directories, unstructured text—bring it on.

If you’re still copying and pasting, or fighting with scripts that break every time a website changes, it’s time to try something better. , give it a spin, and see how much time you can save. Your future self (and your spreadsheets) will thank you.

Want to dig deeper? Check out these resources:

  • for more guides and tips

FAQs

1. What does “extract website data to Excel” actually mean?
It means pulling information from websites—like product lists, contact info, or directories—and turning it into structured rows and columns in Excel for easy analysis, sharing, or reporting.

2. Do I need to know how to code to use Thunderbit?
Nope! Thunderbit is designed for everyone. Just install the Chrome extension, click “AI Suggest Fields,” and you’re off to the races—no coding or templates required.

3. Can Thunderbit handle complex data like images or messy directories?
Absolutely. Thunderbit’s AI can extract images, handle multi-level directories, and even process unstructured text—something most traditional tools can’t do.

4. How does scheduled scraping work with Thunderbit?
You can set Thunderbit to automatically scrape data from your chosen websites at regular intervals (daily, weekly, etc.), and export the results to Excel or other platforms. Perfect for ongoing tasks like price monitoring or lead list updates.

5. Is there a free version of Thunderbit I can try?
Yes! Thunderbit offers a free tier so you can test out all the core features and see how it fits your workflow. Just and start extracting website data to Excel in minutes.

Try AI Web Scraper for Excel

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Shuai Guan
Shuai Guan
Co-founder/CEO @ Thunderbit. Passionate about cross section of AI and Automation. He's a big advocate of automation and loves making it more accessible to everyone. Beyond tech, he channels his creativity through a passion for photography, capturing stories one picture at a time.
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