Real ChatGPT answer · index seedP0n5NyillnocompleteRetail and ecommerce · subscription boxesinformational

How do the best skincare subscription boxes handle customer returns for allergic reactions, and what liability does my retail storefront hold if I recommend them?

ChatGPTgpt-64 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do the best skincare subscription boxes handle customer returns for allergic reactions, and what liability does my retail storefront hold if I recommend them?
4 real searches · 1 real-search pass
skincare subscription box allergic reaction return refund policy Ipsy Birchbox Allure Beauty Box policyGoogle ↗
OBSERVEDOther / navigational
FDA cosmetics adverse reactions retailer liability MoCRA serious adverse event reporting responsible person retailerGoogle ↗
OBSERVEDConsequence
Michigan product liability law retailer seller distributor innocent seller statute cosmetics allergic reactionGoogle ↗
OBSERVEDReason
FTC endorsements affiliate marketing disclosures retailer product recommendations skincare claimsGoogle ↗
OBSERVEDOther / navigational

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 / navigational50%ComparisonConsequence25%Reason25%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
skincare subscription box allergic reaction return refund policy Ipsy Birchbox Allure Beauty Box policy Google ↗
FDA cosmetics adverse reactions retailer liability MoCRA serious adverse event reporting responsible person retailer Google ↗
Michigan product liability law retailer seller distributor innocent seller statute cosmetics allergic reaction Google ↗
FTC endorsements affiliate marketing disclosures retailer product recommendations skincare claims Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
skincare subscription box allergic reaction return refund policy Ipsy Birchbox Allure Beauty Box policy
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
FDA cosmetics adverse reactions retailer liability MoCRA serious adverse event reporting responsible person retailer
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Michigan product liability law retailer seller distributor innocent seller statute cosmetics allergic reaction
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
FTC endorsements affiliate marketing disclosures retailer product recommendations skincare claims
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1