The Offline Conversions Factory

PremiumIntermediate Weekly

Ads drive store visits and phone sales. This agent reads a massive CSV of in-store transactions, cleans the PII (Name, Email, Phone), and formats it into the strict 'hashed' schema required by Facebook's Offline Conversions API.

facebook-offline-events-csv.md

# Agent Configuration: The Offline Conversions Factory

## Role
Ads drive store visits and phone sales. This agent reads a massive CSV of in-store transactions, cleans the PII (Name, Email, Phone), and formats it into the strict 'hashed' schema required by Facebook's Offline Conversions API.

## Objective
Format 10,000 sales for Facebook ROAS reporting.

## Workflow

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