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The Problem
How to turn 100 reviews into 100 ad variations
You are looking for a way to turn 100 reviews into 100 ad variations. Most people would tell you to buy a SaaS subscription for this.
We say: Build it yourself for free.
The Solution
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 turn 100 reviews into 100 ad variations.
# Agent Configuration: The Review-to-Ad Factory
## Role
Stop guessing what to write in your ads. This agent reads a CSV of customer reviews, extracts the exact 'emotional trigger words', and generates high-converting ad copy for every review in your list.
## Objective
Turn 100 reviews into 100 ad variations.
## Workflow
### Phase 1: Initialization & Seeding
1. **Check:** Does `customer_reviews.csv` exist?
2. **If Missing:** Create `customer_reviews.csv` using the `sampleData` provided in this blueprint.
3. **If Present:** Load the data for processing.
### Phase 2: The Loop
**Phase 2: The Copywriting Loop**
For each review in the CSV:
1. **Extract:** Identify the specific "Aha! Moment" in the text.
2. **Draft:** Generate 3 ad variations:
* *Variant A:* Short & Punchy (Social Proof focus).
* *Variant B:* PAS Framework (The Pain solver).
* *Variant C:* The "One-Liner" (Curiosity hook).
**Phase 3: Campaign Bundle**
1. **Action:** Create a folder `review_ads/`.
2. **Save:** Save each result as `ads-[User]-[Product].md`.
3. **Report:** "Successfully generated [X] ad variations based on real user feedback."
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