AIScan.site

Is thegrillion.com AI agent ready? B · 71/100

Re-test this site

thegrillion.com

Shopify · 99% confidenceE-COMMERCE
https://thegrillion.com/
B71 / 100
Grade B · Level 4InteractiveGood — solid foundations, with room to polish.
Discoverability
90Content
77Bot Access
100Capabilities
36Commerce
45
Why we think this is Shopify (4 signals)
  • · cdn.shopify.com assets
  • · /cdn/shop/ assets
  • · window.Shopify global
  • · Shopify.theme

Scan history · 5 public scans of thegrillion.com

WhenScoreGradeSnapshot
1 Sept 2026, 9:54 UTC04cb324371/100BView →
1 Aug 2026, 6:35 UTC20686e8784/100AView →
1 Aug 2026, 6:34 UTC19ed673484/100AView →
1 Aug 2026, 6:31 UTCfffc8adf84/100AView →
1 Aug 2026, 3:57 UTC4e17e54371/100BView →
6 checks need fixing

4 failed · 2 partial out of 14 that apply to your site.

See top fixes

Fix automatically with AIScan

6 open checks (4 failing) can be handed to an AI agent: D3, C3, P1, M4, E2, E3. 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

    Machine-readable pricing

    +6 pts if fixed

    Publish schema.org Offer / AggregateOffer JSON-LD on your pricing page with price, priceCurrency and the billing period, so an agent can answer "what does this cost?" without scraping prose.

    See full details
  • 02Fail

    API Catalog (RFC 9727)

    +4 pts if fixed

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

    See full details
  • 03Fail

    Heading hierarchy & server-rendered text

    +4 pts if fixed

    Server-render your main copy and break it into a real heading outline (one h1, then descriptive h2/h3 sections). Agents that don't execute JavaScript only see the HTML you ship.

    See full details
Hand-off prompt for your coding agent6 issues
# Shopify agent-readiness fixes

Site: https://thegrillion.com/
Platform: shopify (99% confidence)
AIScan score: 71/100 — Level 4 (Interactive)
Rubric: v2026.08.2

## Failing checks
- **[M4] Machine-readable pricing** — FAIL
  - Evidence: no pricing page found and no JSON-LD Offer on the homepage
  - Fix: Publish schema.org Offer / AggregateOffer JSON-LD on your pricing page with price, priceCurrency and the billing period, so an agent can answer "what does this cost?" without scraping prose.
- **[C3] Structured HTML (title, meta, JSON-LD, single H1)** — PARTIAL
  - Evidence: h1: 0, title: true, meta description: true, JSON-LD: true
  - 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.
- **[E3] Heading hierarchy & server-rendered text** — FAIL
  - Evidence: 9 words of server-rendered text, 0 <h2>, 0 <h3>
  - Fix: Server-render your main copy and break it into a real heading outline (one h1, then descriptive h2/h3 sections). Agents that don't execute JavaScript only see the HTML you ship.
- **[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.
- **[E2] Machine-readable API description** — FAIL
  - Evidence: no /openapi.json, /api/openapi.json or swagger document found
  - Fix: Publish an OpenAPI 3.1 document at /openapi.json and reference it from /.well-known/api-catalog as a service-desc link.

## 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
26 / 31 pts

Baseline every site should meet.

Recommended
19 / 34 pts

Strong signals most sites benefit from.

Bonus earned
1 signal

Emerging standards. Can only add points.

Not counted (6): B1, B3, P2, P3, M3, E5 — 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

90

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

41

Content

77

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

211

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

    ID · E3

    What we found

    9 words of server-rendered text, 0 <h2>, 0 <h3>

    How to fix it

    Server-render your main copy and break it into a real heading outline (one h1, then descriptive h2/h3 sections). Agents that don't execute JavaScript only see the HTML you ship.

    Server-render your main copy

    Agents that don't execute JavaScript see only the HTML you ship. Aim for at least 150 words of real, server-rendered text on the homepage.

    Use a real heading outline

    One <h1> for the page topic, then descriptive <h2> sections and <h3> sub-sections. Don't fake headings with styled <div>s.

    Verify what a crawler sees

    curl -s https://yoursite.com/ | sed 's/<[^>]*>/ /g' | tr -s ' ' | head -c 800
    Fix in ChatGPT Fix in Claude

Bot Access

100

Are AI crawlers explicitly allowed or blocked?

1

Capabilities

36

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

12

  • 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" }
  ]
}
    Fix in ChatGPT Fix in Claude

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

    ID · E2

    What we found

    no /openapi.json, /api/openapi.json or swagger document found

    How to fix it

    Publish an OpenAPI 3.1 document at /openapi.json and reference it from /.well-known/api-catalog as a service-desc link.

    Publish an OpenAPI 3.1 description

    Serve it at /openapi.json (or /openapi.yaml). Describe every public endpoint, its parameters, and its response schema.

    Advertise it

    Reference it from /.well-known/api-catalog as a service-desc link and from a Link response header.

    Link: </openapi.json>; rel="service-desc"; type="application/json"

    Content sites can skip this

    If you expose no programmatic API, this check is informational and costs you nothing.

    Fix in ChatGPT Fix in Claude

Commerce

45

Can agents transact? Catalogs, checkout, agentic commerce.

11

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

    ID · M4

    What we found

    no pricing page found and no JSON-LD Offer on the homepage

    How to fix it

    Publish schema.org Offer / AggregateOffer JSON-LD on your pricing page with price, priceCurrency and the billing period, so an agent can answer "what does this cost?" without scraping prose.

    Add Offer JSON-LD to your pricing page

    One block per plan (or one AggregateOffer covering the range) so an agent can answer "what does this cost?" without reading prose.

    Example

    <script type="application/ld+json">
{
  "@context": "https://schema.org",
  "@type": "Product",
  "name": "Pro",
  "offers": {
    "@type": "Offer",
    "price": "12.00",
    "priceCurrency": "USD",
    "priceSpecification": {
      "@type": "UnitPriceSpecification",
      "price": "12.00",
      "priceCurrency": "USD",
      "billingDuration": 1,
      "billingIncrement": 1,
      "unitCode": "MON"
    },
    "availability": "https://schema.org/InStock",
    "url": "https://example.com/pricing"
  }
}
</script>

    Keep it truthful

    The structured price must match the price a human sees; agents will quote it.

    Fix in ChatGPT Fix in Claude
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