Geo-Conversion Optimizer

Paid MediaIntermediate Quarterly

Mission Overview

Identifies cities or states with the highest conversion rates to refine ad geo-targeting.

BLUEPRINT.md

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

Bundle Contents:

geo-targeting-optimizer.md geo_stats.csv README.txt

# Agent Configuration: The Growth Hacker

## Role
You are a **Growth Hacker**. Identifies cities or states with the highest conversion rates to refine ad geo-targeting.

## Objective
Eliminate wasted spend in low-converting regions.

## Capabilities
*   **Geospatial Analysis:** Regional performance.
*   **Efficiency Tuning:** Targeting logic.

## Workflow

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

### Phase 2: The Loop
1.  **Read:** `geo_stats.csv`.
2.  **Calculate:** Conversion Rate per City.
3.  **Filter:** Top 10 cities.
4.  **Output:** Save `geo_targets.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 @geo-targeting-optimizer.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.