Extract Data from Gmail to Excel: Export Gmail Emails to CSV and JSON
Connect Gmail and pull the data you need out of your emails into a clean spreadsheet
Google gives you no built-in way to extract data from Gmail to Excel. MailParse connects your Gmail inbox, reads the fields you care about from the email body and HTML tables, and exports them to Excel, CSV, and JSON. Pick the messages or a label, name the fields like sender, date, order number, or amount, and get a spreadsheet with one row per email instead of copying and pasting by hand.
Last updated July 2026
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To extract data from Gmail, use a parser that reads the fields you choose from each message rather than copying and pasting. MailParse connects your Gmail inbox or a single label, pulls values like sender, date, order number, or amount from the body and HTML tables, and exports one row per email to Excel, CSV, or JSON. No Apps Script to write.
- Gmail
- Connect your inbox directly
- Excel / CSV / JSON
- Spreadsheet & API output
- Custom fields
- Name the data you want pulled
- Bulk
- Process a label or backlog at once
Google does not give you a way to send Gmail straight to a spreadsheet. Google Takeout exports your mailbox as an MBOX file, which is a single archive you still cannot open in Excel. Add-ons and backup tools tend to dump whole messages, one long row per email with the entire body crammed into a cell, which is not the same as pulling out the three or four values you actually need. Apps Script can do it, but only if you are comfortable writing and maintaining code. So most people fall back to opening each message, copying the sender, date, and a number or two, and pasting it into a sheet. It works for ten emails and falls apart at a few hundred.
MailParse turns Gmail into structured data without code. Connect your Gmail account once, choose the messages or a label, and name the fields you want, such as sender, subject, date, order number, invoice total, or a tracking number buried in the body. MailParse reads each email body and any HTML tables, records each attachment by filename, and writes one clean row per message to an Excel workbook, a CSV, or JSON. Repeating values like the line items in an order email come out as their own rows rather than a single block of text. New mail in the label is parsed automatically, and you can run a backlog of older emails in one pass. The result is a spreadsheet that holds the fields you chose, not a copy of your inbox, and you never touch the copy-and-paste routine again. Two walkthroughs cover the destinations people ask for most: Gmail to Excel and Gmail to Google Sheets. If you have already run a Takeout export and are staring at the archive it produced, converting MBOX to CSV or Excel covers what to do with that file instead.
What the converter does
Everything you need to turn a pile of email files into a spreadsheet your team can actually use.
Connect Gmail directly
Link your Gmail or Google Workspace account in a few clicks. Pick a label or a search, and MailParse reads those messages, so you skip Google Takeout, MBOX files, and manual downloads entirely.
Pull the fields you choose
Name the values you want, like sender, date, order number, amount, or a reference code, and MailParse finds them in the body and returns them as columns. You get the data you need, not the whole message dumped into one cell.
Name fields, no templates
You name the fields once and MailParse finds them even when a sender changes layout, with no template to rebuild. Each attachment is recorded by filename; for numbers locked inside a PDF or spreadsheet, use a document tool first.
One row per email
Every message becomes a clean row with your fields in their own columns. Repeating items, such as the lines in an order confirmation, expand into separate rows automatically instead of being flattened into text.
No code, no Apps Script
Skip the GmailApp scripts and the time-driven triggers. You name fields on a form, so there is nothing to debug when an email layout shifts or a sender changes their template.
Excel, CSV, and JSON output
Download a formatted .xlsx, a CSV ready for a QuickBooks or Xero import, or take JSON from the API and webhooks to push the rows into a database, a Google Sheet, or another app.
How to extract data from Gmail to a spreadsheet
Four steps to replace Takeout, Apps Script, and copy-paste.
Connect your Gmail inbox
Link your Gmail or Google Workspace account and choose the label, search, or messages you want to pull data from.
Name the fields you want
Tell MailParse which values to extract, such as sender, date, order number, total, or a code from the body. Add custom fields buried in the body text too.
Choose Excel, CSV, or JSON
Pick a formatted .xlsx, a CSV for an accounting or database import, or JSON for a webhook. Each email maps to one row with your fields as columns.
Run and reuse
Parse a backlog of existing Gmail messages in one pass and let new mail in the label extract automatically. Adjust the fields anytime from a form, with no script to rewrite.
Who extracts Gmail data this way
Teams whose working data arrives in a Gmail inbox.
Accounting & AP
Pull invoice numbers, dates, and totals out of supplier emails into a CSV your books can import, instead of rekeying each one from the inbox.
Sales & lead capture
Turn inbound lead and web-form emails into rows with name, company, and contact details, ready to load into a CRM or a follow-up sheet.
Operations & e-commerce
Extract order numbers, items, and tracking codes from confirmation emails into a spreadsheet for fulfillment and reconciliation.
Anyone exporting Gmail by hand
Replace the copy-paste routine and the Takeout MBOX detour with a connected inbox that writes the fields you chose straight to Excel or CSV.
MailParse vs Takeout, Apps Script, and copy-paste
No MBOX detour
Google Takeout gives you an MBOX archive you still cannot open in Excel. MailParse connects the inbox and writes a spreadsheet with your fields directly.
Fields, not whole messages
Backup tools and add-ons dump the entire email into a cell. MailParse returns only the values you name, each in its own column.
No code to maintain
Apps Script works but means writing GmailApp code and triggers. MailParse asks you to name fields on a form and handles the parsing.
Attachments by filename
Manual export stops at the message text. MailParse reads the body and HTML tables and records each attachment by filename; for data inside a file, use a document tool.
Four ways to extract Gmail data, compared
Gmail has no spreadsheet export, so there are four common routes to get the data out, and the right one depends on how many messages you have and whether you can write code. Here is an honest side by side, with credit to each method where it wins. For the wider field, see the best email parser guide.
| What matters | MailParse | Manual copy and paste | Google Takeout (MBOX) | Google Apps Script |
|---|---|---|---|---|
| What it does | Connects Gmail and parses each message body and HTML tables into rows and columns | You open every email and type the fields into a sheet by hand | Downloads the whole mailbox as one MBOX archive file | Code you write that reads Gmail and writes to a Sheet |
| Opens directly in Excel | Yes, exports a formatted Excel, CSV, or JSON file | Yes, you are typing straight into the sheet | No, MBOX is a single archive Excel cannot open | Yes, it writes to a Google Sheet you can download |
| Pulls chosen body fields | Name a value like order_id or invoice_total and it gets its own column | You read and retype any body value yourself | No, you get raw message files, not extracted fields | Possible, but you code and maintain the parsing per field |
| Reads attachment contents | No, records attachments by filename; use a document tool for file contents | Only if you open each attachment and copy by hand | Attachments are saved as files, not parsed into data | Only if you write extra code to open and read them |
| Setup and skills | Connect Gmail once and name fields on a form, no code | None, but the work repeats every single time | A few clicks, but the output still needs more work to use | You need to write GmailApp code and maintain triggers |
| Bulk, a whole label at once | A full label or backlog becomes one combined sheet in a pass | One message at a time | Exports everything at once, but as raw MBOX | Yes, once the script is built and kept working |
| Best for | Anyone who needs chosen fields or more than a few emails, no code | A one-off of two or three messages | A full backup of your mailbox, not a working spreadsheet | Developers comfortable building and maintaining the automation |
Google Takeout and Apps Script capabilities reflect Gmail and Google Workspace as of June 2026. Apps Script requires writing and maintaining code, and quotas vary by account type. No pricing is implied here.
Frequently asked questions
How do I extract data from Gmail to Excel?
Connect your Gmail inbox to MailParse, choose a label or messages, and name the fields you want, such as sender, date, or an amount. MailParse reads each email body and any HTML tables and exports an Excel workbook with one row per message. That replaces the copy-and-paste routine and the Google Takeout MBOX file, which Excel cannot open directly.
Can you export Gmail emails to Excel?
Yes, but not with a Gmail button, because Google does not offer one. You either export an MBOX file through Takeout, write Apps Script, or use a parser. MailParse connects to Gmail, pulls the fields you choose from the body and HTML tables and records each attachment by filename, and writes them to an Excel or CSV file, so each email becomes a clean row of structured data.
Does Gmail have a built-in export to Excel?
No. Gmail has no native export to Excel or CSV. Google Takeout can download your mail as an MBOX archive, but that is a single file you cannot open as a spreadsheet. To get Gmail data into Excel you need Apps Script or a dedicated parser like MailParse, which connects the inbox and exports the fields you select as spreadsheet columns.
How do I export Gmail emails to CSV?
Connect your Gmail account, pick the messages or label, and tell MailParse which fields to keep. It writes a CSV with one row per email and your fields as columns, ready to open in Excel or import into QuickBooks, Xero, or a database. CSV opens in any spreadsheet app, so it is the most portable way to move Gmail data out.
How do I extract data from Gmail automatically?
Connect a Gmail label or search to MailParse once, and new messages that match are parsed automatically into your chosen fields. You can also run a backlog of older emails in a single pass. There is no script or trigger to maintain, so the extraction keeps running even when a sender changes their email layout.
Can I extract data from Gmail without code?
Yes. Apps Script is the code route, but MailParse needs none. You connect Gmail, name the fields you want on a form, and choose Excel, CSV, or JSON. The parser handles reading the body and HTML tables and building the rows, so you get structured data without writing or maintaining any GmailApp script.
How do I extract data from Gmail attachments?
MailParse records each Gmail attachment by filename, type, and size while it parses the message body and HTML tables, but it does not open the file. When an invoice total or order detail sits inside a PDF, CSV, or spreadsheet attached to a message, run that file through a document extraction tool and merge its output with the parsed email so both land in the same spreadsheet row.
Get your Gmail data into a spreadsheet
Connect your Gmail inbox or paste an email and watch the fields you choose become clean rows in Excel, CSV, or JSON, in seconds.