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liquiddeath.com

AI-agent readiness scan · 2026-04-22

liquiddeath.com is leaving meaningful AI-discoverability on the table. The fixes below are typically a few lines of code or a Shopify settings change.

70 / 100

Public product feed: yes · 5 products visible

Rank #54 of 100 stores scanned (see leaderboard)

Signal-by-signal

✓ Public product feed 25/25

Shopify's open product feed is the primary endpoint AI shopping agents (ChatGPT, Perplexity, Google AI Mode) ingest. If it's missing, your catalog is invisible to them — even if your homepage is beautiful.

✗ Product JSON-LD on PDPs 0/30

The single biggest discovery signal. Every AI shopping agent parses Product JSON-LD for price, availability, brand, GTIN, and reviews. Without it, you're a name in a list — not a product card.

✓ Sitemap.xml 15/15

Tells crawlers what to read. Without one, AI bots only know about pages they stumble onto from outbound links. With one, they get every product, collection, and content page on day one.

✓ Open Graph on homepage 15/15

What AI assistants render in product cards, link previews, and chat citations. Missing OG = ugly fallback (or no preview at all) when ChatGPT cites your store.

✓ robots.txt allows catalog 15/15

A wrong rule in robots.txt makes you invisible regardless of everything else. We check that User-agent: * is not blanket-blocking /, /products, /products.json, or /collections.

What to fix first

#1 Product JSON-LD on PDPs +30 pts

Add a <script type="application/ld+json"> block with @type: Product on every product detail page. Include name, image, description, sku, brand, offers (price, priceCurrency, availability), and aggregateRating if you have reviews. The Shopify default theme stopped including this in 2.0 — you have to add it back.

The 13 deeper signals (full scan)

A 100/100 here only means the floor is in place. The full CatalogScan checks 13 more signals — these are where the real ranking spread happens.

GTIN / barcode coverage on variants
Google Product Category metafield depth
Product type taxonomy
Image alt-text coverage
Description length distribution
Review schema (AggregateRating JSON-LD)
Availability + shipping schema
Brand JSON-LD on PDP
Canonical URL hygiene
Hreflang for multi-region
Structured data validation errors
Crawl-budget waste (parameterized URLs)
Mobile JSON-LD parity

Run a full scan on your store →