Email Extractor: Pull Email Addresses from Any Text or File

Our free email extractor scans text and common file formats to find, deduplicate, and export every valid email address it contains. Built for marketers, recruiters, researchers, and sales teams who need to turn unstructured data — a meeting transcript, a scraped webpage, a PDF directory, a CSV export — into a clean list of contactable addresses.

How to extract emails from a file or text

1. Upload a file or paste text

   To extract emails from a file, upload it with the file button. Supported formats include plain text (.txt), CSV (.csv), HTML (.html), Markdown (.md), PDF, Word (.docx), and JSON. To extract from raw text, paste directly into the input area — no file needed.

2. Extract

   Click "Extract Emails" and our tool parses the input, finds RFC-5322 compliant email addresses, removes duplicates, and optionally runs each one through basic syntax and domain checks.

3. Download or send to verification

   Download the cleaned list as a CSV, or send it directly to our bulk email verifier to validate deliverability before you use the addresses in a campaign.

What file types are supported?

• Plain text (.txt) — Logs, transcripts, scraped content, any text dump.
• CSV and TSV — Spreadsheet exports where emails are mixed with other columns.
• HTML — Saved webpages, email archives, or scraped results.
• PDF — Directories, membership rosters, conference attendee lists.
• Word (.docx) — Meeting notes, outreach documents, signature blocks.
• JSON — API responses, export dumps, log files.

Common use cases

Lead generation

Sales teams extract email addresses from industry directories, conference attendee lists, and scraped landing pages to build prospecting databases. Always pair extraction with verification — scraped addresses often include outdated, typo, or role-based entries that damage deliverability if used unchecked.

Recruiting and sourcing

Recruiters pull candidate contact details from PDF resumes, LinkedIn exports, and GitHub profiles. Extract once, verify, and import into your ATS or outreach tool.

Research and academic work

Journalists, analysts, and academics frequently need to extract contacts from long reports, government filings, or published directories. An extractor saves hours of manual copy-paste.

List migration and cleanup

Moving from one CRM to another? Export your records, extract all email addresses in a single pass, deduplicate, and re-import — without losing addresses hidden in note fields or custom attributes.

How accurate is email extraction?

An extractor finds anything that looks like an email address — strings matching the pattern local-part@domain.tld. That doesn't guarantee the address is real, active, or deliverable. A scraped list typically contains 10–30% invalid addresses: typos, old addresses that bounce, role addresses (info@, admin@) that get low engagement, and spam traps that damage sender reputation. Always verify extracted lists before sending.

Email extraction and compliance

Extraction is a technical process; how you use the results is what matters legally. Scraping or extracting addresses from public websites and then sending unsolicited commercial email can violate GDPR (EU), CASL (Canada), CAN-SPAM (US), and similar laws elsewhere. Before launching a campaign:

• Establish a lawful basis — Legitimate interest for B2B, consent for B2C.
• Provide a clear unsubscribe mechanism — Required by CAN-SPAM and good practice everywhere.
• Disclose who you are — Real name, company, physical address.
• Respect do-not-contact signals — Don't email addresses that have previously unsubscribed or requested removal.

From extraction to inbox: the full workflow

1. Extract — Run the source through our email extractor.
2. Deduplicate — Automatic in our tool; removes exact-match duplicates.
3. Verify — Push the list into our bulk email verifier to remove invalid, disposable, and risky addresses.
4. Warm up — If sending at volume from a new domain, warm up your sending infrastructure first.
5. Check for spam triggers — Use our spam score checker on your campaign content before blasting.
6. Send and monitor — Watch bounce rate, open rate, and reply rate. Pause and investigate if bounce exceeds 3%.

Frequently asked questions

Is the email extractor free?

Yes. Extract as much as you want at no cost.

Does the extractor validate email addresses?

The extractor performs basic syntax checks. For full validation — checking whether the mailbox exists and accepts mail — use our bulk email verifier.

Is my data stored?

Extraction runs in your browser where possible. When server processing is required, files are processed and discarded; we do not store uploaded content or extracted addresses.

Can I extract emails from a URL or live webpage?

Save the page as HTML or copy-paste the source into the text input. We don't fetch arbitrary URLs on your behalf to avoid abuse.

What's the maximum file size?

The browser-based extractor handles files up to 50 MB. For larger extractions or automated pipelines, contact us about API access.