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Everything you need to know about Agent Ready and AEO Certification.

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Getting Started

Agent Ready is a Shopify app that uses AI (GPT-4o) to analyze your product catalog and optimize it for discovery by AI search engines, shopping assistants, and platforms like Google Shopping.It scores each product on AI readiness, identifies structural data issues, and automatically fixes weak titles, missing descriptions, and incorrect categorization.
Click Analyze All Products on the dashboard. Agent Ready will use AI to analyze every product in your catalog. Each product takes about 15-30 seconds. Once complete, you’ll see readiness scores, recommendations, and can start fixing issues.
The score (0-100) measures how well-optimized a product is for discovery by AI agents and search engines. It evaluates: title quality, description completeness, tag relevance, categorization accuracy, image quality, pricing clarity, and variant information.
Product data is sent to OpenAI’s GPT-4o for analysis. OpenAI does not use API data for training. No product data is shared with any other third party, and all results are stored securely in your Gadget app database.

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Product Analysis & Fixing

The AI evaluates seven categories:
  • Title: Clarity, keywords, and length.
  • Description: Completeness, formatting, and detail.
  • Tags: Relevance, coverage, and specificity.
  • Categorization: Accuracy of product type.
  • Images: Quality indicators from product data.
  • Pricing: Clarity and completeness.
  • Variants: Size, color, and option information.
When you click Fix, Agent Ready generates improved content and writes it directly to your Shopify store via the API.Yes, you can undo it. Every fix is tracked in Change History. You can revert individual changes from the product page or use “Revert All Changes Since…” on the dashboard for bulk restoration of all fixes made after a specific date.
Products are automatically re-analyzed whenever they are updated in Shopify via webhooks. You can also manually trigger a full re-analysis from the dashboard at any time.
Choose a tone to ensure AI content matches your brand voice: Professional, Casual, Luxury, Playful, Minimal, Friendly, or Technical.
  • Luxury Example: “Exquisitely crafted from the finest Italian leather…”
  • Casual Example: “This awesome leather bag goes with everything…”

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Product Feeds

  • JSON Feed: Structured data with AI attributes for custom integrations. Supports pagination via cursor and pageSize (max 250).
  • Google/Bing XML Feed: Standard RSS 2.0 format. Agent Ready automatically pings Google and Bing whenever your feed changes.
  • LLMs.txt Feed: Markdown format optimized for AI search engines like ChatGPT and Perplexity.
llms.txt helps AI answer complex queries like “What’s a good winter jacket under $200?”. It provides AI agents with readiness scores and AI-generated summaries in a format they can parse instantly, helping your products surface better in AI-powered shopping recommendations. It works as a companion to your robots.txt, providing a structured map that AI agents use to understand your store’s context without the noise of HTML code.
Yes. The JSON and Google/Bing XML feeds have independent minimum score sliders. You can show only high-scoring products in Google Shopping while including your full catalog in other feeds.

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Plans & Billing

  • Free ($0/mo): 10 analyses and 5 AI fixes.
  • Pro ($14.99/mo): 500 analyses and unlimited fixes.
  • Enterprise ($29.99/mo): Unlimited analyses and fixes.
All charges are billed through your Shopify invoice. Counters reset every 30 days; unused credits do not roll over.

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Troubleshooting

Pending: Queued for analysis (15-30s). If pending over 5 minutes, try re-analyzing manually. Error: Usually a temporary AI API timeout. Check the Activity Log for details and try re-analyzing.
Common reasons include generic titles, missing descriptions, or lack of variant/pricing data. Check the product detail page for specific AI recommendations.
Last modified on May 3, 2026