Is apps.shopify.com AI agent ready? D · 41/100

apps.shopify.com

Shopify · 50% confidenceE-COMMERCE
https://apps.shopify.com/product-badge?
D41 / 100
Grade D · Level 2ReadableWeak — agents will struggle with most tasks here.
Why we think this is Shopify (1 signals)
  • · cdn.shopify.com assets
6 checks need fixing

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

See top fixes

Fix automatically with AIScan

6 open checks (5 failing) can be handed to an AI agent: D2, C1, C2, B2, P1, P4. 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://apps.shopify.com/product-badge?.

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://apps.shopify.com/product-badge?" }.

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

Returns every check with its complete fix guide.

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

Quick Wins

Top 3 fixes ranked by score impact

  • 01Fail

    Markdown content negotiation

    +8 pts if fixed

    Serve text/markdown when the client sends Accept: text/markdown, or publish /index.md.

    See full details
  • 02Fail

    /llms.txt

    +6 pts if fixed

    Publish /llms.txt per llmstxt.org with an H1, summary, and ## sections of markdown links.

    See full details
  • 03Fail

    XML sitemap

    +4 pts if fixed

    Publish /sitemap.xml and reference it in robots.txt.

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

Site: https://apps.shopify.com/product-badge?
Platform: shopify (50% confidence)
AIScan score: 41/100 — Level 2 (Readable)
Rubric: v2026-06-08.2

## Failing checks
- **[C1] Markdown content negotiation** — FAIL
  - Evidence: Accept: text/markdown → 200 (text/html; charset=utf-8)
  - Fix: Serve text/markdown when the client sends Accept: text/markdown, or publish /index.md.
- **[C2] /llms.txt** — FAIL
  - Evidence: HTTP 404
  - Fix: Publish /llms.txt per llmstxt.org with an H1, summary, and ## sections of markdown links.
- **[B2] Explicit AI bot rules** — PARTIAL
  - Evidence: 3 known AI agent(s) addressed in robots.txt
  - Fix: Add explicit allow/deny rules for GPTBot, ClaudeBot, PerplexityBot, Google-Extended, etc.
- **[D2] XML sitemap** — FAIL
  - Evidence: no /sitemap.xml or /sitemap_index.xml resolved
  - Fix: Publish /sitemap.xml and reference it in robots.txt.
- **[P1] API Catalog (RFC 9727)** — FAIL
  - Evidence: 404 at /.well-known/api-catalog
  - Fix: Publish /.well-known/api-catalog linking to your OpenAPI descriptions.
- **[P4] OAuth discovery metadata** — FAIL
  - Evidence: auth-server: 404, protected-resource: 404
  - Fix: Publish RFC 8414 / RFC 9728 metadata at the /.well-known/oauth-* endpoints.

## 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
16 / 44 pts

Strong signals most sites benefit from.

Bonus earned
0 signals

Emerging standards. Can only add points.

Not counted (6): B1, B3, P2, P3, M1, 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

69

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

21
  • Your site is missing this right now, so AI agents can't use it. The fix below is what to change.

    ID · D2

    What we found

    no /sitemap.xml or /sitemap_index.xml resolved

    How to fix it

    Publish /sitemap.xml and reference it in robots.txt.

    Fix with StoreSEO (recommended on Shopify)

    StoreSEO handles AI readiness for Shopify stores. Three ways to use it:

    1. Shopify Sidekick — Open Sidekick in your Shopify admin and ask in plain language: "Fix my store's AI readiness." Sidekick pulls StoreSEO data and surfaces specific fixes you can approve in chat.
    2. Claude / any AI assistant via MCP — In StoreSEO go to Settings → AI Toolkit → Generate Token. In Claude open Settings → Connector → Add Custom Connector and paste the MCP URL https://mcp.storeseo.com/mcp. Then prompt: "Fix AI readiness issues for my store."
    3. Manual in StoreSEO — Shopify admin → StoreSEO → AI Toolkit for the guided flow.

    Shopify-specific guidance

    Shopify auto-generates /sitemap.xml — the D2 check should already pass. Submit the sitemap to Google Search Console. StoreSEO improves sitemap quality by ensuring product, collection, and page entries stay clean.

Content

22

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

12
  • Your site is missing this right now, so AI agents can't use it. The fix below is what to change.

    ID · C1

    What we found

    Accept: text/markdown → 200 (text/html; charset=utf-8)

    How to fix it

    Serve text/markdown when the client sends Accept: text/markdown, or publish /index.md.

    Serve text/markdown on Accept negotiation

    When a client sends Accept: text/markdown, return a markdown rendering of the same content. The simplest path is to publish parallel .md files (e.g. /about/about.md) and rewrite based on the Accept header.

    Test it

    curl -H "Accept: text/markdown" https://yoursite.com/
  • Your site is missing this right now, so AI agents can't use it. The fix below is what to change.

    ID · C2

    What we found

    HTTP 404

    How to fix it

    Publish /llms.txt per llmstxt.org with an H1, summary, and ## sections of markdown links.

    Generate it free

    Use the AIScan llms.txt Generator to create a standards-shaped starting file from your site details, then publish it at /llms.txt.

    Create /llms.txt at the site root

    Follows the llmstxt.org spec: a single H1, optional blockquote summary, then ## sections of markdown links.

    Template

    # Example Co
    > One-line summary of what this site / product does.
    
    A short paragraph explaining the audience, what's here, and how
    to navigate it.
    
    ## Docs
    - [Getting started](/docs/quickstart): install, first call in 5 min
    - [API reference](/docs/api): all endpoints, params, examples
    
    ## Pages
    - [Pricing](/pricing): plans and limits
    - [Changelog](/changelog): recent releases
    
    ## Optional
    - [Brand assets](/press): logos and screenshots
    

Bot Access

60

Are AI crawlers explicitly allowed or blocked?

1

Capabilities

0

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

2
  • 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" }
      ]
    }
  • Your site is missing this right now, so AI agents can't use it. The fix below is what to change.

    ID · P4

    What we found

    auth-server: 404, protected-resource: 404

    How to fix it

    Publish RFC 8414 / RFC 9728 metadata at the /.well-known/oauth-* endpoints.

    Publish OAuth discovery metadata

    If your API supports OAuth, serve RFC 8414 metadata at /.well-known/oauth-authorization-server and/or RFC 9728 at /.well-known/oauth-protected-resource.

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