Product
AI-assisted company discovery
Leead.io helps you discover companies that match your Ideal Customer Profile using AI-assisted public-web research. Discovery results are candidates — not CRM records — until a user reviews and approves them.
What it does
Start from an ICP profile or search criteria. Leead.io runs a bounded research job that searches the public web for companies matching your industry, size, geography, technology signals, and keyword requirements. Each result is returned with match signals, confidence, and the evidence behind it.
How it works
- 1Define or select an ICP with industry, size, location, and technology criteria.
- 2Run a discovery job with configurable budget and priority.
- 3Review AI-surfaced company candidates with match scores and source evidence.
- 4Approve or reject each candidate. Approved candidates can become CRM companies or leads.
Built-in boundaries
- • Discovery results are candidates, not authoritative company records.
- • No results are fabricated when a provider or public source is unavailable.
- • Jobs are bounded by configurable budgets for steps, searches, pages, and duration.
- • Every result can be traced to source evidence through the provenance layer.
Evidence classification
Repository Confirmed — company discovery, ICP matching, bounded research jobs, and human approval workflows are implemented in the V1.1 architecture and UI.