How ChatGPT Search Crawls, Indexes & Recommends Shopify Stores
Learn how OpenAI's OAI-SearchBot and ChatGPT Search parse Shopify product catalogs, why client-side variants are skipped, and how to calibrate your store for conversational recommendations.
OAI-SearchBot (Mozilla/5.0 ... AppleWebKit ... OAI-SearchBot/1.0)
None (Static HTML)
Ashburn VA, San Jose CA (US Anycast)
Dynamic / Real-time on search query evaluation
Why Shopify Stores Drop Out of ChatGPT Search
Single-Offer Schema Truncation
Severe: 68% of size/color specific shopping prompts fail availability verification.Default Shopify themes emit only the selected variant in root JSON-LD. Sizes XS–XXL are added via JavaScript after user interaction.
Disregard of Client-Side Currency Converters
High: Disqualifies store on queries with budget constraints (e.g. 'under £80').OAI-SearchBot connects from US data centers. If multi-currency apps rely on browser geolocation rather than server-rendered cart.currency.iso_code, pricing hallucination occurs.
Absence of Machine-Readable Return Windows
High: Up to 84% recommendation loss against structured competitors.ChatGPT Search prioritizes buyer protection. Missing structured hasMerchantReturnPolicy leads to competitor substitution.
Production Code Calibration (liquid)
Drop-in Snippet{%- comment -%} Full Nested Offers for OAI-SearchBot {%- endcomment -%}
"offers": [
{%- for variant in product.variants -%}
{
"@type": "Offer",
"name": {{ variant.title | json }},
"sku": {{ variant.sku | json }},
"price": {{ variant.price | divided_by: 100.00 | json }},
"priceCurrency": {{ cart.currency.iso_code | json }},
"availability": "{% if variant.available %}https://schema.org/InStock{% else %}https://schema.org/OutOfStock{% endif %}",
"url": "{{ shop.url }}{{ variant.url }}"
}{% unless forloop.last %},{% endunless %}
{%- endfor -%}
]Step-by-Step Implementation Sequence
- 1Audit your product.json or theme.liquid for static JSON-LD emission.
- 2Replace single variant offer object with dynamic liquid for-loop over all product.variants.
- 3Verify OAI-SearchBot is allowed in robots.txt (Disallow must not block /products/).
- 4Test endpoint response using Relayeo CLI: npx relayeo-check yourstore.com.
Simulate OAI-SearchBot on Your Store Right Now
Execute a headless crawl against your Shopify storefront matching the exact user-agent, headers, and geolocation used by ChatGPT Search.
npx relayeo-check yourstore.com