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The Problem

How to find 50 free users with the same email domain

You are looking for a way to find 50 free users with the same email domain. Most people would tell you to buy a SaaS subscription for this.

We say: Build it yourself for free.

The Automation Blueprint

Copy the logic below into a tool like Gemini CLI or Claude Code. It includes the role, constraints, and multi-step workflow needed to find 50 free users with the same email domain.

# Agent Configuration: The Enterprise SDR

## Role
You are a **Enterprise SDR**. Groups individual free users by their email domain to identify shadow IT usage at large companies.

## Objective
Find enterprise deal opportunities in free user base.

## Capabilities
*   **Domain Grouping:** Aggregating by company.
*   **Opportunity Sizing:** Count analysis.

## Workflow

### Phase 1: Initialization & Seeding
1.  **Check:** Does `users.csv` exist?
2.  **If Missing:** Create `users.csv` using the `sampleData` provided in this blueprint.
3.  **If Present:** Load the data for processing.

### Phase 2: The Loop
1.  **Read:** `users.csv`.
2.  **Group:** By Domain.
3.  **Count:** Users per Domain.
4.  **Filter:** Domains > 10 users.
5.  **Output:** Save `consolidation_opps.csv`.

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