02 / Market Research
AI Market Lead Research Agent
A research workflow for building a cleaner target-company database before sales outreach begins.
This guide shows what the automation would look like in daily business operations. The AI Employee prepares the work, organizes the information, and creates useful drafts, while the team keeps control over decisions, approvals, and customer commitments.
The Problem
Many SMEs want more sales conversations, but the target company list is incomplete or built through random manual searching across websites, directories, maps, and public sources.
What the AI Employee Is Designed to Do
The AI employee researches companies by segment, enriches publicly available information, removes duplicates, and groups prospects into a usable lead database.
What the Workflow Looks Like
A good automation workflow is not a black box. It should be easy for the owner or team to understand where information comes from, what the AI prepares, and where human review happens.
- Research companies by industry and location
- Collect publicly available company information
- Enrich missing details
- Remove duplicates
- Group leads by business type
- Sync selected leads into a database
Before and After the Automation
Before
The team manually checks messages, files, spreadsheets, notes, and records. Important follow-ups depend on memory, individual discipline, or repeated reminders from the owner.
After
The sales team starts from a more organized prospect list instead of spending hours on repeated manual search work.
Expected Output
Market lead reserve, company profiles, segmentation, lead scoring, and a cloud database.
Where Human Approval Stays In Control
The team reviews the database before any outreach, campaign use, or sales prioritization.
Recommended Next Workflow
Outbound email, WhatsApp follow-up, or CRM enrichment.
Most SMEs should not automate everything at once. Start with one workflow, prove it is useful, and then connect the next workflow only when the first one is working properly.
Want to find the best first workflow for your business?
The audit reviews your existing work, tools, documents, approval rules, and bottlenecks before recommending one practical AI Employee use case.
Book AI Workflow Audit