How to Convert Image to Excel: A Simple Step-by-Step Guide

Last Updated on December 26, 2025

Let’s face it—nobody dreams of spending their day squinting at a photo of a receipt, invoice, or product label, typing numbers into a spreadsheet until their eyes glaze over. Yet, for so many businesses, that’s still the reality. I’ve seen teams lose hours (and their sanity) to manual data entry from images, just to get the info they need into Excel. But here’s the good news: converting images to Excel has never been faster, smarter, or more accurate, thanks to new AI-powered tools like .

In this guide, I’ll walk you through why image-to-Excel conversion matters, the pitfalls of old-school methods, and how you can use Thunderbit to turn any image—be it a product label, a marketing screenshot, or a pile of receipts—into a clean, structured Excel file in just a couple of clicks. I’ll even show you how to automate the whole process, so you can focus on what actually grows your business (and give your Ctrl+C/Ctrl+V fingers a well-deserved break).

Why Convert Image to Excel? Unlocking Business Value

You might be surprised how many teams, across all sorts of industries, need to convert images into Excel spreadsheets every single day. Here are just a few scenarios I’ve run into:

  • Retail & Ecommerce: Bulk processing product labels or shelf photos for inventory, pricing, or compliance.
  • Finance & Accounting: Extracting data from receipts, invoices, or expense reports for fast reconciliation.
  • Marketing: Collecting feedback from annotated ad screenshots or event photos for campaign analysis.
  • Operations: Turning whiteboard snapshots or handwritten notes into structured task lists.
  • Sales: Capturing business cards or event badges as lead lists, ready for CRM import. manual-data-burden-impact.png The benefits are huge: , and . That’s not just wasted time—it’s costly mistakes, missed insights, and a whole lot of frustration.

Here’s a quick look at how different departments benefit from image-to-Excel conversion:

DepartmentTypical Image SourceBusiness NeedValue of Excel Conversion
SalesBusiness cards, event badgesLead list buildingFaster CRM import, fewer errors
OperationsProduct labels, shelf photosInventory, compliance, auditsBatch processing, trend analysis
FinanceReceipts, invoices, statementsExpense tracking, reportingAutomated reconciliation, accuracy
MarketingAnnotated screenshots, adsCampaign feedback, A/B testingStructured analysis, quick sharing

When you automate this process, you’re not just saving time—you’re unlocking data that can actually drive decisions, spot trends, and keep your business moving forward.

The Challenges of Traditional Image-to-Excel Conversion

If you’ve ever tried to convert an image to Excel the old-fashioned way, you know it’s not pretty. Manual typing is slow, error-prone, and—let’s be honest—a poor use of anyone’s time. Even traditional OCR (Optical Character Recognition) tools, while a step up, often struggle with:

  • Complex layouts: Multi-column tables, merged cells, or non-standard formats can trip up basic OCR.
  • Handwritten notes: Most OCR tools are great with printed text, but handwriting? That’s a toss-up.
  • Formatting headaches: You might get the text, but it’s often jumbled, misaligned, or missing key info.
  • Batch processing: Need to convert 20 images at once? Many tools force you to go one by one.

And let’s not forget: .

So, what’s the alternative? That’s where Thunderbit comes in.

Meet Thunderbit: The Smarter Way to Convert Image to Excel

is an AI-powered web scraper and data extraction tool that makes converting images to Excel as easy as drag, drop, and done. Here’s what sets it apart:

  • 2-Click Workflow: Upload your image, click “AI Suggest Fields,” then “Scrape.” That’s it.
  • High Accuracy: Thunderbit’s AI reads even complex tables, multi-column layouts, and mixed content with impressive precision.
  • Smart Data Structuring: The AI suggests column names and data types, so your Excel output isn’t just a text dump—it’s ready for analysis.
  • Batch Processing: Convert multiple images in one go—perfect for teams with lots of receipts, labels, or feedback screenshots.
  • Instant Export: Send your data straight to Excel, Google Sheets, Airtable, Notion, CSV, or JSON—no extra steps.

I’ve seen teams go from hours of manual entry to a finished spreadsheet in under five minutes. And because Thunderbit is built for business users, you don’t need to be a tech whiz to get professional results.

Step-by-Step: How to Convert Image to Excel with Thunderbit

Ready to see how easy this can be? Here’s my go-to workflow for turning any image into a structured Excel file with Thunderbit.

Step 1: Install and Set Up Thunderbit

First, from the Chrome Web Store. Installation takes less than a minute. Once it’s added, sign up for a free account (the free tier lets you try out image-to-Excel conversion right away).

Thunderbit works on any computer that runs Chrome—no fancy hardware required.

Step 2: Upload or Select Your Image

Open the Thunderbit extension and choose the “Image/PDF” scraping option. You can:

  • Drag and drop your image file (JPG, PNG, PDF, etc.)
  • Upload from your computer
  • Paste a screenshot directly

Pro tip: For best results, use clear, well-lit images with a straight-on angle. Avoid glare, shadows, or skewed perspectives. If you’re working with a batch of images, you can upload them all at once.

Step 3: Let AI Suggest Fields and Review Data

Click “AI Suggest Fields.” Thunderbit’s AI will scan your image, detect tables or data regions, and propose column names (like “Date,” “Amount,” “Vendor,” etc.). You can review and adjust these suggestions—rename columns, add or remove fields, or specify data types.

If you want to get fancy, you can add custom AI instructions (Field AI Prompts) to categorize, format, or label the data as it’s extracted. More on that in a bit.

Step 4: Convert and Export to Excel

Once you’re happy with the field setup, hit “Scrape.” Thunderbit will process the image, extract the data, and show you a preview table. Review the results—if something looks off, you can tweak the field prompts or re-run the extraction.

When you’re ready, click “Export” and choose your format:

  • Excel (.xlsx)
  • Google Sheets
  • Airtable
  • Notion
  • CSV or JSON

Your structured data is now ready for analysis, reporting, or sharing—no manual cleanup required.

Beyond OCR: Thunderbit’s Advanced Data Processing Features

Thunderbit isn’t just about reading text—it’s about making your data work for you. With Field AI Prompt, you can:

  • Label and categorize: Automatically tag product types, flag high-value transactions, or group items by category.
  • Format and standardize: Convert dates to a standard format, reformat phone numbers, or clean up inconsistent text.
  • Translate: Instantly translate extracted data into another language for global teams.
  • Enrich: Add custom logic—like labeling any invoice over $1,000 as “High Value,” or categorizing feedback as Positive/Negative/Neutral.

For example, if you’re extracting product data from a label image, you can add a prompt like: “If the price is over $100, add a column ‘Premium’ with value ‘Yes’.” Thunderbit’s AI will handle the rest.

This means you’re not just getting raw data—you’re getting actionable, organized information, ready for your next workflow.

Automate Image-to-Excel Conversion: Scheduled Scraping with Thunderbit

What if you need to convert images to Excel on a regular basis—say, daily invoice screenshots, weekly product label batches, or recurring marketing feedback? Thunderbit’s feature lets you automate the whole process: ai-data-flow-automation-diagram.png

  • Set up a schedule: Tell Thunderbit when to run (daily, weekly, etc.) and where to find the new images (local folder, cloud drive, or uploaded files).
  • Define your fields: Use AI Suggest Fields and custom prompts as usual.
  • Auto-export: Have the results sent directly to Excel, Google Sheets, or your preferred tool—no manual intervention needed.

This is a game-changer for teams that need up-to-date data for trend analysis, timely reporting, or business intelligence. You can even set up notifications or integrations with your other business apps.

Thunderbit vs. Traditional OCR Tools: Performance and Accuracy Compared

Let’s see how Thunderbit stacks up against the usual suspects—Excel’s “Insert Data from Picture,” Adobe, and generic OCR apps.

Feature/CriteriaThunderbitExcel “Insert Data from Picture”Adobe/Generic OCR Apps
Accuracy (Complex Layouts)High—preserves structure, handles multi-columnMedium—simple tables onlyLow—often jumbled or missing
Batch ProcessingYes—multi-image supportNo—one at a timeRarely, and often limited
CustomizationExtensive—AI prompts, formatting, enrichmentMinimal—basic table onlyMinimal
Export FormatsExcel, Sheets, Airtable, Notion, CSV, JSONExcel onlyPDF, TXT, sometimes Excel
Template SupportYes—save and reuse field setupsNoNo
AutomationYes—scheduled scraping, auto-exportNoNo
PriceFree tier, paid plans from $15/moIncluded in 365Free/paid, high upfront

Thunderbit’s edge is clear: it’s built for business, not just quick one-off conversions. It handles complexity, scales with your needs, and integrates directly into your workflow.

Tips for Getting the Best Results When You Convert Image to Excel

A little prep goes a long way. Here’s what I recommend for the cleanest, most accurate conversions:

  • Use high-resolution images: Blurry or pixelated photos are tough for any tool.
  • Crop to the relevant area: Remove ads, backgrounds, or unrelated content before uploading.
  • Shoot head-on: Angled shots can distort tables—try to photograph or scan directly above.
  • Boost contrast and brightness: Especially for faint or handwritten text.
  • Preview before batch processing: Run a single image first to check the output and tweak fields if needed.
  • Review handwriting: Thunderbit is great with printed or typed text, but cursive is tough—manual review may be needed.

If you run into issues (missing columns, weird formatting), try adjusting the Field AI Prompt or cleaning up the image. And remember: “garbage in, garbage out” still applies.

Conclusion & Key Takeaways

Converting images to Excel doesn’t have to be a chore—or a source of errors and headaches. With , you can:

  • Go from image to structured Excel file in just a couple of clicks
  • Handle complex layouts, batch jobs, and custom data processing with ease
  • Automate recurring tasks for always-up-to-date business insights
  • Export to Excel, Google Sheets, Airtable, Notion, CSV, or JSON—whatever your workflow needs

If you’re ready to say goodbye to manual data entry and hello to smarter, faster business processes, and give it a try. Your future self (and your team) will thank you.

Want to dive deeper? Check out our or explore more automation tips on the .

FAQs

1. What types of images can Thunderbit convert to Excel?
Thunderbit supports JPG, PNG, PDF, and most common image formats. As long as the image is clear and contains structured data (like a table, list, or form), Thunderbit can read and export it.

2. How accurate is Thunderbit compared to other OCR tools?
Thunderbit’s AI is designed for high accuracy, especially with complex layouts and multi-column tables. It outperforms basic OCR tools and Excel’s “Data from Picture” for most business documents, but results depend on image quality.

3. Can Thunderbit handle handwritten notes or receipts?
Thunderbit works best with printed or typed text. Handwriting, especially cursive, is more challenging—manual review may be needed for those cases.

4. Is it possible to automate recurring image-to-Excel conversions?
Yes! Thunderbit’s Scheduled Scraping feature lets you set up automated, recurring conversions—perfect for daily invoice screenshots, weekly product batches, or ongoing marketing feedback.

5. What export formats does Thunderbit support?
Thunderbit lets you export your data directly to Excel, Google Sheets, Airtable, Notion, CSV, or JSON. You can also save templates for future use and integrate with your existing business tools.

Ready to see how easy image-to-Excel conversion can be? and start your free trial today. And for more tips, check out the .

Try AI Image-to-Excel Conversion with Thunderbit

Learn More

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.
Topics
Convert image to excel
Table of Contents

Try Thunderbit

Scrape leads & other data in just 2-clicks. Powered by AI.

Get Thunderbit It's free
Extract Data using AI
Easily transfer data to Google Sheets, Airtable, or Notion
Chrome Store Rating
PRODUCT HUNT#1 Product of the Week