burton.com

Machine discoverability

Whether a retrieval system can find and read you at all.

Robots.txt names and allows every major AI crawler, llms.txt is published, and the sitemap lists all 477 URLs including products. Products.json answers as data with 12 items and vendor fields.

4 observations recorded.

Programmatic onboarding

Whether an agent can get working access without a human.

No API docs, no OpenAPI spec, and no MCP manifest at any of the 3 standard paths checked. There is no developer-facing onboarding path at all for building against this site programmatically.

3 observations recorded.

Pricing legibility

Whether total cost can be computed from published numbers.

Prices sit in raw HTML on all 3 product pages checked and Product JSON-LD carries price, currency and availability with a GTIN. But the rendered page showed $100 while the structured data for the same product read $9.95, a mismatch an.

2 observations recorded.

Agent-aware instrumentation

Whether you publish anything built for machine callers.

No MCP manifest at /.well-known/mcp.json or the other standard paths, but a Universal Commerce Protocol manifest declares 8 capabilities including checkout, cart and order over mcp and embedded transports.

4 observations recorded.

Machine-fetchable trust

Whether terms, security and status are readable as text.

No security.txt at the standard path. Returns and shipping policies read as plain text at 148,000-plus characters each and are linked from product pages, but reviews load only through Yotpo's script with no server-rendered rating or review.

3 observations recorded.

Commercial rails

Whether a purchase can complete without a sales call.

Shopify checkout with Shop Pay and PayPal wallets, no account required, and a UCP manifest exposing checkout, cart, order, fulfillment and 3 payment handlers.

4 observations recorded.

Steps to first value

How far a new visitor travels before something useful happens.

A shopper reaches a product with its $100 price and an add-to-cart control in 2 clicks from the homepage. No login, no interstitial, no search dead end recorded.

1 observation recorded.

Required fields

How much you ask for before you give anything back.

Nothing on the product page demands an account before purchase, and 2 express wallets, Shop Pay and PayPal, let a buyer skip the form entirely. Only the checkout form itself was not walked past this point.

1 observation recorded.

Verification walls

How many gates stand between intent and access.

No sign-in requirement was found gating the product or cart, so a shopper or agent can proceed to checkout without proving anything about themselves first.

1 observation recorded.

Error recovery

What happens when someone gets it wrong.

Of the 5 form inputs found on the product page, only 1 carries a validation constraint and none carry a field-level description. Live regions and inline error containers exist but have little to announce.

1 observation recorded.