What specific store elements does this diagnostic tool evaluate?

The skill performs a 2-minute diagnostic on a live Shopify store, checking critical factors like crawler access, structured data (shipping/returns), and schema completeness. It identifies why an AI agent might fail to correctly parse your products or pricing.

Which AI shopping agents are supported by this check?

This skill assesses your store's readability against the requirements of major platforms including ChatGPT, Perplexity, Gemini, Copilot, and Claude. It ensures your store is optimized for the emerging 'agentic commerce' landscape.

What kind of report or output should I expect?

You will receive a concise scorecard that diagnoses current visibility issues and compares your store’s performance against a benchmark study of 99 stores. Please note that this is a diagnostic tool meant to identify problems, not a self-executing fix or repair plan.

What information do I need to provide to start the check?

Simply provide the live Shopify store URL when prompted. The tool handles the rest by running six specific checks against the store's public-facing code and structured data.

Can I use this skill if my chatbot doesn't support direct marketplace installations?

Yes, this is a free, open-source tool released under the MIT license. It includes the standard skill configuration as well as a 'prompt.md' file, allowing you to use the logic in chatbots that don't support direct skill loading.

agent-ready-quick-check

Example session with this skill installed

What tests am I missing for this change? The diff is in change.diff.

Read your context and instructions
Compiled the agent-ready-quick-check

A real diff in the Express repository: a freshness check extended to a new HTTP method, and a header guard in res.send, with the tests as they were before the change.

After (skill output, excerpt):
1 | req.fresh can return true for QUERY (lib/request.js:472) |

Not covered | test/req.fresh.js and test/req.stale.js only send GET requests.
4 | res.send skips Content-Length when Transfer-Encoding is set |

Not covered | res.send.js:270 and :287 set Transfer-Encoding, but only with status 204 or 205.
Whether QUERY freshness is intended to follow the GET semantics is not stated in the diff.

Connects securely to your tools. The creator never sees your data.

About this skill

Free 2-minute check of how well AI shopping agents (ChatGPT, Perplexity, Gemini/Google AI Mode, Copilot, Claude) can read a Shopify store. It runs 6 checks on the live store (AI crawler access and llms.txt, shipping and returns in structured data, star rating schema, GTIN in schema, description length, image alt text) and compares each result with a 99-store benchmark study from October 2026. The result is a short scorecard, a diagnosis, not a fix plan. Use it when someone asks "is my store ready for AI agents?", "can ChatGPT read my store?", "quick AI-readiness check", "how does my store compare for agentic commerce?" or gives a Shopify store URL and asks about AI shopping. Needs only the store URL.

Free and open source (MIT). Source and README: https://github.com/proskillpacks/skills/tree/main/skills/ecommerce/agent-ready-quick-check All our free skills: https://github.com/proskillpacks/skills . More from Pro Skill Packs: https://proskillpacks.github.io

Every skill in the folder ships with prompt.md, a paste-in version for chatbots that cannot load skills.

How to use

Skills on Agensi run inside your AI agent. Copy the prompt, paste it into your agent, and it connects to Agensi and installs this skill for you. If a payment is needed, your agent shows it to you first.

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Agent Ready Quick Check