Real ChatGPT answer · index seedJTkmnnVkLxUcompleteRetail and ecommerce · online marketplacesinformational

Can you compare the seller protection policies of Etsy and Shopify to see which one is safer for a first-time online seller living in a dorm?

ChatGPTgpt-64 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the seller protection policies of Etsy and Shopify to see which one is safer for a first-time online seller living in a dorm?
4 real searches · 1 real-search pass
Etsy Purchase Protection Program seller eligibility 2026 seller handbook cases shipping tracking officialGoogle ↗
OBSERVEDOther / navigational
Shopify Protect seller protection eligibility chargebacks Shop Pay official 2026Google ↗
OBSERVEDOther / navigational
Shopify Payments chargeback process seller protection fraud liability officialGoogle ↗
OBSERVEDOther / navigational
Etsy seller fees payment reserves deposit holds new sellers officialGoogle ↗
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 (4)
Short factOther / navigational75%ComparisonConsequenceReason25%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
Etsy Purchase Protection Program seller eligibility 2026 seller handbook cases shipping tracking official Google ↗
Shopify Protect seller protection eligibility chargebacks Shop Pay official 2026 Google ↗
Shopify Payments chargeback process seller protection fraud liability official Google ↗
Etsy seller fees payment reserves deposit holds new sellers official Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Etsy Purchase Protection Program seller eligibility 2026 seller handbook cases shipping tracking official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Shopify Protect seller protection eligibility chargebacks Shop Pay official 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Shopify Payments chargeback process seller protection fraud liability official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Etsy seller fees payment reserves deposit holds new sellers official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1