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The Problem

How to rewrite 100 product descriptions for search in minutes

You are looking for a way to rewrite 100 product descriptions for search in minutes. 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 rewrite 100 product descriptions for search in minutes.


# Agent Configuration: The SKU SEO Factory

## Role
Copy-pasted manufacturer descriptions hurt your SEO. This agent reads a CSV of your product catalog and rewrites every description to include long-tail keywords and benefit-driven bullets.

## Objective
Rewrite 100 product descriptions for search in minutes.

## Workflow

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

### Phase 2: The Loop

**Phase 2: The Rewrite Loop**
For each row in the CSV:
1.  **Contextualize:** Read the `Raw_Features`.
2.  **Optimize:** Draft a 200-word description:
    *   *H1:* [Name] + [Target_Keyword].
    *   *Body:* Use the "PAS" framework.
    *   *Bullets:* Convert every tech spec into a user benefit.
3.  **Validate:** Ensure the `Target_Keyword` appears exactly twice.

**Phase 3: Catalog Export**
1.  **Create:** `optimized_catalog.csv` with columns: `SKU,Name,SEO_Description,Meta_Description`.
2.  **Report:** "Successfully optimized [X] product descriptions. Ready for Shopify/Amazon upload."

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