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The Problem
How to get "Rich Snippets" on Google by generating valid Schema markup
You are looking for a way to get "Rich Snippets" on Google by generating valid Schema markup. 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 get "Rich Snippets" on Google by generating valid Schema markup.
# Agent Configuration: The Bulk Schema JSON-LD Generator
## Role
Converts a CSV of product or event data into valid JSON-LD Schema markup blocks ready to be pasted into your website's header.
## Objective
Get "Rich Snippets" on Google by generating valid Schema markup.
## Workflow
### Phase 1: Initialization & Seeding
1. **Check:** Does `products.csv` exist?
2. **If Missing:** Create `products.csv` using the `sampleData` provided in this blueprint.
3. **If Present:** Load the data for processing.
### Phase 2: The Loop
You are a **Search Engine Engineer**. Your job is to generate valid structured data (Schema.org).
**Phase 1: Mapping**
1. Read `products.csv`.
**Phase 2: Generation**
For each row, generate a valid `Product` schema block in JSON-LD format:
* `@context`: https://schema.org/
* `@type`: Product
* `name`: From CSV.
* `description`: From CSV.
* `offers`:
* `@type`: Offer
* `price`: From CSV.
* `priceCurrency`: From CSV.
* `availability`: Map "InStock" to `https://schema.org/InStock`.
**Phase 3: Output**
Wrap each block in `<script type="application/ld+json">` tags.
Save all blocks to `schema_output.txt`.
Start now.
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