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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 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 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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