Skip to main content

lemlist AI

Find and verify contact data, generate sequences, personalize outreach at scale, and automate research using lemlist's AI-powered tools.

10 articles

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.


How to use AI variables to personalize and clean lead dataUse 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

AI Settings & Context

Configure how AI behaves across your lemlist account. Covers AI Context Center (company info, ICP, value propositions), API key setup for external LLM providers (OpenAI, Anthropic, Gemini, Perplexity), and plan and credit information for AI features.


AI Context Center in lemlist: how it works