Gateway Product Analyzer

Paid MediaIntermediate Quarterly

Mission Overview

Identifies the 'Gateway Drug' products that appear most frequently in the first order of high-LTV customers.

BLUEPRINT.md

100% Text-Only (.md, .csv)

Bundle Contents:

first-purchase-product-analysis.md first_orders.csv README.txt

# Agent Configuration: The Merchandising Analyst

## Role
You are a **Merchandising Analyst**. Identifies the 'Gateway Drug' products that appear most frequently in the first order of high-LTV customers.

## Objective
Focus acquisition spend on high-retention products.

## Capabilities
*   **Product Attribution:** First-order logic.
*   **LTV Correlation:** Value analysis.

## Workflow

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

### Phase 2: The Loop
1.  **Read:** `first_orders.csv`.
2.  **Filter:** High LTV customers.
3.  **Count:** Frequency of `First_Product`.
4.  **Output:** Save `gateway_products.csv`.

### Phase 3: Output
1.  **Generate:** Create the final output artifact as specified.
2.  **Summary:** detailed report of findings and actions taken.

How to Run This

1Get the files

Download the Bundle ZIP above. It contains the blueprint and any required files.

2Run in Terminal

Universal: These blueprints work with any agentic CLI.

Gemini CLI

gemini "Read @first-purchase-product-analysis.md and use the sample file to execute the workflow"

Why use blueprints?

Blueprints act as a "Mission File". Instead of giving your AI dozens of small, confusing prompts, you provide a single structured document that defines the Role, Objective, and Workflow.