Clean Messy B2B Leads Before Cold Outreach

Created by

Kamer Ozkan

Actor

Bulk Email Verifier - MX Checks & B2B Lead Cleaner

Normalize a messy sample into 5 CRM-ready ACCEPT leads, route 1 role inbox to REVIEW, and block 1 duplicate with exact scores and domain-level evidence.

Try for free

Bulk Email Verifier - MX Checks & B2B Lead Cleanerkamerozkan/b2b-lead-cleaner

Source row

Decision

Quality score

Primary reason

+8 fields

Input

Or paste lead objects

full_name:Maya Chen+1

job_title:VP Marketing+1

work_email:maya.chen@hubspot.com+1

phone_number:+1 617 555 0142

country_code:US+1

contact_city:Boston+1

company_name:HubSpot+1

company_website:https://www.hubspot.com+1

company_industry:SaaS Software+1

verified_at:2026-07-12T10:00:00Z+2

sample_record:true+6

Quality mode:BALANCED

Maximum leads to audit:7

Quality rule overrides

Minimum ACCEPT score:90

Output fields

Source row

Decision

Quality score

Primary reason

Full name

Job title

Company

Country

Batch duplicate

Historical duplicate

Reason codes

How it works

Sign up on Apify or log in

The Bulk Email Verifier - MX Checks & B2B Lead Cleaner Actor is ready to run with the inputs already set for "Clean Messy B2B Leads Before Cold Outreach". Sign up or log in and you'll land in Apify Console with a copy of this exact task.

Start the "Clean Messy B2B Leads Before Cold Outreach" task

The Bulk Email Verifier - MX Checks & B2B Lead Cleaner Actor will start running based on the input automatically. You can also change all the input fields, like or paste lead objects, quality mode, and more, to match your specific use case.

Receive the "Clean Messy B2B Leads Before Cold Outreach" output

Monitor the progress in real time. You will be notified as soon as your dataset is complete and ready for review. Each result includes data such as source row, decision, quality score, and more.

Integrate into your workflow

The final output is delivered in JSON, CSV, or Excel format, ready to be plugged into your workflow. You can also run the "Clean Messy B2B Leads Before Cold Outreach" task via API.