SAMPLE · “parka rated to minus 30”
What the agent got
title: "Women's Down Parka"
says: —
NOT FOUND
FIX
Add the rated temperature as text and a field: "rated to -30 °C".
Shopify metafield (optional): metafields.specs.temp_rating
SHELF CHECK · SAMPLE
Women's Down Parka (Sample)
sample-store.example/products/womens-down-parka · checked 2026-10-26 · Shopify agent catalog + open web
On the shelf for 1 of 4 searches
Start with the first fix below. It would help 2 of the 4 searches we tested.
- parka rated to minus 30NOT FOUND
- warm parka for winter dog walksNOT FOUND
- waterproof parka with hoodTOP 3
- lightweight parka for travelNOT FOUND
SEARCH BY SEARCH
SAMPLE · “warm parka for winter dog walks”
What the agent got
title: "Women's Down Parka"
says: "insulated with down"
NOT FOUND
FIX
Add the rated temperature as text and a field: "rated to -30 °C".
Shopify metafield (optional): metafields.specs.temp_rating
SAMPLE · “waterproof parka with hood”
What the agent got
title: "Women's Down Parka"
says: "waterproof: 10,000 mm"
TOP 3
No fix needed
Everything this search needs is on the page.
SAMPLE · “lightweight parka for travel”
What the agent got
title: "Women's Down Parka"
says: "packs into its own hood"
NOT FOUND
FIX
Print the weight in text, e.g. "weight: 1.6 kg".
Shopify metafield (optional): metafields.specs.weight
Fix these first
- Add the rated temperature as text and a field: "rated to -30 °C". · affects 2 searches
- Print the weight in text, e.g. "weight: 1.6 kg". · affects 1 search
WHAT THE CATALOG RECEIVED
- title
- Women's Down Parka
- description
- Hooded down parka with a waterproof shell (10,000 mm). Packs into its own hood.
- product_type
- Outerwear
- option: size
- XS, S, M, L, XL
- option: colour
- Navy
- temp_rating
- missing
- weight
- missing
- price
- missing
Permanent link. Send it to whoever edits this page.
We read Shopify's agent catalog (the one ChatGPT, Copilot, Google AI Mode and Gemini shop from) and the open web. We can't see inside any assistant. One snapshot, dated above.