Optimize your BigCommerce and Shopify product catalogs for AI-driven commerce.Documentation Index
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Welcome to Agent Ready
Agent Ready is an AI-powered product catalog optimization tool for the modern merchant. It helps you ensure your products are ready for AI-driven commerce by analyzing, scoring, and improving your entire catalog.Analyzes every product
Uses GPT-4o to evaluate titles, descriptions, tags, categorization, images, and variants.
Scores AI readiness
Assigns each product a score on a 0–100 scale to track catalog health at a glance.
Auto-fixes issues
Generates improved AI content and writes it back to your store with a full change history.
Generates product feeds
Produces feeds in JSON, Google/Bing XML, and LLMs.txt formats enriched with AI data.
Getting Started
Getting up and running with Agent Ready takes just a few minutes. Once installed, the app automatically syncs your product catalog and is ready to analyze.Step-by-step walkthrough
Install the app
Your product catalog is automatically synced from BigCommerce or Shopify during the installation process.
Visit the Dashboard
See your overall score overview, top recommendations, and Recent Activity at a glance.
Analyze All Products
Click the Analyze All button to run AI analysis on every product. Each product takes 15–30 seconds.
Review Scores
Products are color-coded: Green for Ready, Yellow for Needs Work, and Red for Not Ready.
Automatic Sync: Products are automatically re-analyzed when updated in your store admin via webhooks. You can also trigger manual re-analysis from the dashboard or individual product pages.
Understanding AI Readiness Scores
Every product receives an overall AI readiness score from 0 to 100 based on core optimization categories.The Scoring Categories
| Category | Evaluation Criteria |
|---|---|
| Title | Is it descriptive, keyword-rich, and optimized for search and AI comprehension? |
| Description | Quality, length, and detail regarding features and benefits. |
| Tags | Checks for relevant, specific tags that aid discoverability and categorization. |
| Categorization | Accuracy of product types and assigned storefront categories. |
| Images | High-quality image count to improve AI and customer confidence. |
| Metadata | Presence of structured data required for rich search results and AI feeds. |
| Variants | Completeness of variant titles, SKUs, and inventory details. |
Status Meanings
| Status | Score | Color | Meaning |
|---|---|---|---|
| Ready | 80–100 | Green | Well-optimized for AI commerce. |
| Needs Work | 50–79 | Yellow | Minor issues identified. |
| Not Ready | 0–49 | Red | Needs significant improvement. |
| Pending | N/A | Gray | Analysis has not yet completed for this product. |
| Error | N/A | Orange | Temporary API issue; the product should be re-analyzed. |
Fixing Issues & Tone
You can improve your content and write it directly back to your storefront with one click.Bulk Fix & Safety
Bulk Fix allows you to fix multiple products at once. You can filter by Score threshold or Category selection.AI Writing Tone
Set your brand voice in the dashboard settings to control how the AI writes:- Professional: Clear and polished language.
- Luxury: Elegant and refined.
- Playful: Fun, energetic, and full of personality.
- Casual: Relaxed and approachable.
- Technical/Minimal/Friendly: Specification-focused or warm and welcoming.
Product Feeds
We generate three specialized feeds enriched with AI-detected attributes (color, material, audience) and readiness scores.- JSON Feed
- Google/Bing XML
- LLMs.txt
Ideal for custom integrations. Includes individual category scores and recommendations.
Agent Ready FAQ
Does Agent Ready slow down my storefront?
Does Agent Ready slow down my storefront?
No. All analysis happens on our serverless edge infrastructure. Writing to product fields via the API has zero impact on your storefront loading speed.
Does OpenAI use my data to train their models?
Does OpenAI use my data to train their models?
No. We use the OpenAI API with enterprise privacy settings. Data sent via the API is not used to train their global models.
How is billing handled?
How is billing handled?
All billing is handled securely through your respective platform (Shopify Admin or BigCommerce Billing).
Can I use Agent Ready with multiple stores?
Can I use Agent Ready with multiple stores?
Yes! Each store that installs Agent Ready gets its own isolated data, separate feed URLs, and independent results.
Still need help?
If you can’t find what you’re looking for, click here to contact our support team directly at support@amethystapps.com.