needleandthread.com

https://needleandthread.com/Level 3: Strong for this profile

Ecommerce profile · detected · Shopify · scanner 0.4.0 · methodology · permanent profile

Score91

out of 100

Score: 91

Pass6

Applicable signals already present.

Missing1

Relevant fixes for this profile.

Not applicable6

Signals this site is not expected to publish.

Discoverable 86

out of 100

Readable 100

out of 100

Actionable 100

out of 100

Trust & access N/A

Not measured for this profile.

Reliable N/A

Not measured for this profile.

Checks

Signal audit

✓Robots.txt

Site publishes a valid-looking robots.txt file.

✓Sitemap

Site publishes a reachable sitemap.

✓Content Signals

Robots.txt declares Content-Signal policy for agent and crawler use.

×Link Headers

Homepage has Link headers, but not for agent-readable resources.

Fix: If useful, add subtle HTTP Link headers for /llms.txt or machine-readable service metadata.

✓LLMs.txt

Site publishes /llms.txt for LLM-friendly discovery.

✓Markdown Negotiation

Homepage returns Markdown when requested by an agent.

–API Catalog

API Catalog is not required for an ecommerce site.

–OpenAPI description

OpenAPI description is not required for an ecommerce site.

–MCP Server Card

MCP Server Card is not required for an ecommerce site.

–Agent Skills index

Agent Skills index is not required for an ecommerce site.

–WebMCP

WebMCP is not required for an ecommerce site.

–Auth.md

Auth.md is not required for an ecommerce site.

✓Storefront MCP

Shopify Storefront MCP responds with live agent-callable tools at /api/mcp.