Agent-Ready Quick Check

An outdoor-apparel brand's store looks fine in a browser. The quick check says:

Your store passes 2 of 6. The median store in the study passes 3 of 6.
Shipping & returns in structured data: ⚠️ gap, 0 of 5 product pages (12% of study stores pass).
Star rating: ⚠️ gap. The rating loads only via JavaScript, so agents reading the page don't see it.
Descriptions: ⚠️ gap. 0% of 250 products reach 80 words; median 30 words (study median: 69).

A free Agent Skill that checks, in about 30 seconds, how well AI shopping agents (ChatGPT, Perplexity, Gemini and Google AI Mode, Copilot, Claude) can read your Shopify store, and compares your store with 99 other Shopify stores.

Give it your store URL. That's all it needs.

Tested on 4 real public Shopify stores. Final runs: 9.5/10 on all four.

The tests ran on real public data, never made-up cases, and were scored against a written rubric. A skill in this range ships only when every test scores 8/10 or more.

How we test, what we do not do, and which assistants we ran it on.

• It runs six checks only. The paid Agent-Ready Store Audit goes further.
• It reads public pages only and up to 5 product pages, so a large catalogue is sampled, not read in full.
• The benchmark is our audit of 99 Shopify stores on 3 October 2026, not a random sample of all stores. Passing the checks doesn't guarantee recommendations or sales.

Works with any assistant that reads SKILL.md skills (Claude, Codex, Gemini CLI, Cursor and others), plus a paste-in prompt version for ChatGPT or any chatbot. We run our release tests on Claude Sonnet and Opus. Use your assistant's strongest model: in our tests, a small, fast model added facts that were not in the source data. The check script needs Python 3 (standard library only) and web access.

1. Unzip the free download. It holds the free skill folders, including agent-ready-quick-check, ready-made zips for claude.ai in a claude-ai folder, and a README. Or copy the folder from GitHub.
2. Put the agent-ready-quick-check folder where your assistant looks for skills. The generic path is .agents/skills/ (or npx skills add from a folder). Tool-specific paths:
   • Claude Code: ~/.claude/skills/ (or .claude/skills/ inside one project)
   • OpenAI Codex, Gemini CLI, Cursor and others: .agents/skills/ or the skills folder their docs name
   • claude.ai: Customize, Skills, then the plus button, Create skill, Upload a skill, and upload the zip from the claude-ai folder without unzipping it (code execution must be on in Settings, Capabilities)
   • ChatGPT or any chatbot: open the skill's prompt.md, paste it into the chat, then paste your own text or link
   • Steps for each tool, with links to its official docs: how to install Agent Skills
3. Ask for the job in plain words. The skill loads by itself.