Skip to content
//Email List Cleaner – Validate, Dedupe & Score Emails example\\

Find the addresses to remove

Saves only the bad addresses found in pasted text: invalid, disposable, mistyped or dead domains.

Updated November 13, 2026

What this example returns

The dataset’s “Overview” view shows 10 columns: Email, Status, Score, Reason, Suggested fix, Summary, Mail provider, Disposable, Role account, and Free provider. See every output field.

What each setting does

The input this example runs Email List Cleaner – Validate, Dedupe & Score Emails with. “Try this input” opens it in the console, where you can run it as-is or change any field first.

Paste text or CSV emailText

Write to jane.doe@gmail.com or bob@gmial.com. Old contacts: someone@no-such-domain-zq8x7.com, info@example.com, temp@guerrillamail.com, ann@yahoo.con and mark.smith@outlook.com.

Paste any text, a CSV export or JSON: every email address in it is picked out and checked.

Rows to save keep

Only bad (the ones to remove)

Save every checked address, or only the ones you want to keep (or only the ones to remove). You pay only for saved rows.

Default: All addresses → this example uses Only bad (the ones to remove)

.json
{
  "emailText": "Write to jane.doe@gmail.com or bob@gmial.com. Old contacts: someone@no-such-domain-zq8x7.com, info@example.com, temp@guerrillamail.com, ann@yahoo.con and mark.smith@outlook.com.",
  "keep": "bad"
}

What it costs

You pay for the events the actor reports, such as each result or page it produces. Platform usage is included in the event prices: compute, proxies, browser and storage cost nothing extra.

  • Checked emailfrom $0.00051One checked email address saved with its status, score and all check results.

Full pricing

Other ways to run Email List Cleaner – Validate, Dedupe & Score Emails

All examples of Email List Cleaner – Validate, Dedupe & Score Emails

About Email List Cleaner – Validate, Dedupe & Score Emails

Clean email lists in bulk: syntax check, domain and MX (mail server) lookup, disposable, role and free-provider detection, typo fixes like gmial.com to gmail.com, duplicates removed, and a good / risky / bad status with a 0-100 score for every address. Reads lists, pasted text, CSV files and datasets.

Price:
from $0.51 / 1,000 results
Developer:
Corner Ledger

Email List Cleaner – Validate, Dedupe & Score Emails pageOutput fieldsPricing

Related actors

//From the blog\\

Latest articles

All articles

The internet is full of data.
Start owning yours.

Scrape.ly gives you the infrastructure, the tooling, and the team to extract, process, and operationalize web data at any scale. Setup takes minutes.

No credit card. No setup calls.