Is thegrillion.com AI agent ready? A · 84/100

thegrillion.com

Shopify · 99% confidenceE-COMMERCE
https://thegrillion.com/
A84 / 100
Grade A · Level 4InteractiveExcellent — agents can find, read, and act on your site.
Why we think this is Shopify (4 signals)
  • · cdn.shopify.com assets
  • · /cdn/shop/ assets
  • · window.Shopify global
  • · Shopify.theme
3 checks need fixing

1 failed · 2 partial out of 9 that apply to your site.

See top fixes

Fix automatically with AIScan

3 open checks (1 failing) can be handed to an AI agent: D3, C3, P1. Pick one route — each returns the full, check-by-check instructions.

Option A — Agent Skill (any runtime)
npx add-skill https://aiscan.site/aiscan-skill.json

Then ask your agent: “Fix the failing AI readiness checks for https://thegrillion.com/.

Option B — Claude Code (CLAUDE.md)
curl -o CLAUDE.md https://aiscan.site/CLAUDE.md

Drop it in your project root, then ask Claude Code to fix the failing AIScan checks.

Option C — MCP client
https://aiscan.site/api/mcp

Tools: scan_website, get_fixes, get_grade. Call get_fixes { "url": "https://thegrillion.com/" }.

Option D — REST API
curl -s 'https://aiscan.site/api/public/scan?url=https%3A%2F%2Fthegrillion.com%2F'

Returns every check with its complete fix guide.

Verify: Re-scan at https://aiscan.site after applying fixes, or run npx aiscan-cli https://thegrillion.com/. Individual checks that need a specific probe list it in their own guide.

Quick Wins

Top 3 fixes ranked by score impact

  • 01Fail

    API Catalog (RFC 9727)

    +4 pts if fixed

    Publish /.well-known/api-catalog linking to your OpenAPI descriptions.

    See full details
  • 02Partial

    Link header for discovery

    +2 pts if fixed

    Add a Link response header or HTML <link rel="api-catalog"|"describedby"> tag.

    See full details
  • 03Partial

    Structured HTML (title, meta, JSON-LD, single H1)

    +2 pts if fixed

    Ensure a single <h1>, <title>, meta description, and schema.org JSON-LD.

    See full details
Hand-off prompt for your coding agent3 issues
# Shopify agent-readiness fixes

Site: https://thegrillion.com/
Platform: shopify (99% confidence)
AIScan score: 84/100 — Level 4 (Interactive)
Rubric: v2026-06-08.2

## Failing checks
- **[C3] Structured HTML (title, meta, JSON-LD, single H1)** — PARTIAL
  - Evidence: h1: 0, title: true, meta description: true, JSON-LD: false
  - Fix: Ensure a single <h1>, <title>, meta description, and schema.org JSON-LD.
- **[P1] API Catalog (RFC 9727)** — FAIL
  - Evidence: 404 at /.well-known/api-catalog
  - Fix: Publish /.well-known/api-catalog linking to your OpenAPI descriptions.
- **[D3] Link header for discovery** — PARTIAL
  - Evidence: Link: <https://cdn.shopify.com>; rel="preconnect", <https://cdn.shopify.com>; rel="preconnect"; crossorigin, <//thegrillion.com/cdn/shop/t/2/assets/timber.css?v=62899174714960871751775297852>; as="style"; r
  - Fix: Add a Link response header or HTML <link rel="api-catalog"|"describedby"> tag.

## How to apply on Shopify
- **robots.txt**: edit `templates/robots.txt.liquid` to add AI bot directives (Shopify allows full override).
- **llms.txt**: create a page `/pages/llms-txt` and a redirect `/llms.txt → /pages/llms-txt` (Shopify URL redirects). Content should index collections + key product/policy pages.
- **Markdown negotiation**: not natively supported — expose JSON-LD richly on PDPs (Product, Offer, AggregateRating) as the agent-readable surface.
- **Commerce (UCP / x402)**: track Agentic Commerce Protocol support — currently Shopify-side; nothing for merchants to deploy yet beyond keeping Storefront API + checkout permissions clean.
- **Bot rules**: respect Shopify's bot-management UI in Settings → Customer events / Security.

How this score is calculated

Every check earns points against a weight. We divide the points you earned by the points that actually apply to a Shopify — so checks that don't apply never drag you down.

Essential
0 / 0 pts

Baseline every site should meet.

Recommended
41 / 49 pts

Strong signals most sites benefit from.

Bonus earned
1 signal

Emerging standards. Can only add points.

Not counted (5): B1, B3, P2, P3, M3 — either not applicable to this site profile or optional and not yet adopted. Expand any check to see the exact evidence we based it on.

Discoverability

85

Can agents find your pages? robots, sitemaps, llms.txt.

21

Content

89

Can agents read your content cleanly? Markdown, structured data.

21

Bot Access

100

Are AI crawlers explicitly allowed or blocked?

1

Capabilities

50

Can agents do things? APIs, auth, MCP, Agent Skills.

11
  • Your site is missing this right now, so AI agents can't use it. The fix below is what to change.

    ID · P1

    What we found

    404 at /.well-known/api-catalog

    How to fix it

    Publish /.well-known/api-catalog linking to your OpenAPI descriptions.

    Publish an API catalog (RFC 9727)

    # Add to your homepage HTTP response headers
    Link: </.well-known/api-catalog>; rel="api-catalog"
    
    # And serve a JSON document at /.well-known/api-catalog:
    {
      "links": [
        { "href": "/openapi.json", "rel": "service-desc", "type": "application/openapi+json" }
      ]
    }

Commerce

100

Can agents transact? Catalogs, checkout, agentic commerce.

1
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