Real ChatGPT answer · index seedxtzv9BGvvXAcompleteRetail and ecommerce · returns and shipping policiescomparison

What are the main differences between Amazon return window limits and Shopify custom return windows when selling high-ticket home goods?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the main differences between Amazon return window limits and Shopify custom return windows when selling high-ticket home goods?
2 real searches · 1 real-search pass
Amazon seller central return policy standard return window 30 days oversized items furniture seller fulfilled returns officialGoogle ↗
OBSERVEDOther / navigational
Shopify return policy set custom return window refunds returns official Shopify help centerGoogle ↗
OBSERVEDReason

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (2)
Short factOther / navigational50%ComparisonConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Amazon seller central return policy standard return window 30 days oversized items furniture seller fulfilled returns official Google ↗
Shopify return policy set custom return window refunds returns official Shopify help center Google ↗
  1. Amazon Return Policy · digprjsurvey.amazon.com
  2. sellercentral.amazon.com · sellercentral.amazon.com
  3. How to manage Amazon seller-fulfilled customer returns · sell.amazon.com
  4. Shopify Help Center · help.shopify.com
  5. Return window overrides now available · changelog.shopify.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Amazon seller central return policy standard return window 30 days oversized items furniture seller fulfilled returns official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Shopify return policy set custom return window refunds returns official Shopify help center
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1