Enrich & Research
Use AI to find, clean, and enrich lead data at scale. Covers AI Variables (classic and agentic), Agentic AI tools (web search, web scraping, LinkedIn enrichment, Claap), AI Contact Autofill, and data enrichment integrations. Start here if you want to run AI prompts on your leads table or automate research workflows.
9 articles
- Use AI variables in lemlistUse AI to clean and personalize lead data at scale
- Master AI Column Workflow Templates (Save, Share, and Reuse AI Columns)
- How to set up AI contact field mapping and auto-generate values for new leads
- How to personalize outreach using Claap recordings in AI Columns
- How to generate AI variables from contact-level signals and automate outreach for new leads
- Lead enrichment in lemlist: options, credits, and statuses🚀 All You Need to Know About Our Enrichment Features!
- How to enrich leads during and after importStep-by-step guide to enriching lead data during CSV import, from within a campaign, and from Contacts — including how to re-enrich existing records.
- Understand email deliverability statusesA Comprehensive Explanation of the Three Deliverability Statuses and Their Meanings.
- Use email finder & verifier benefitsDiscover how our powerful Email Finder & Verifier can save you time, boost outreach, and deliver more accurate data with ease.