Real ChatGPT answer · index seedIj3Mb8MjrOMcompleteRetail and ecommerce · returns and shipping policiescommercial

Which monthly skincare subscription boxes have the most flexible cancellation and refund policies for college students on a budget?

ChatGPTgpt-61 query10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which monthly skincare subscription boxes have the most flexible cancellation and refund policies for college students on a budget?
1 real search · 1 real-search pass
2026 skincare subscription boxes cancellation policy refund policy Ipsy BoxyCharm Allure Beauty Box Kinder BeautyGoogle ↗
OBSERVED

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.

Classifying 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
2026 skincare subscription boxes cancellation policy refund policy Ipsy BoxyCharm Allure Beauty Box Kinder Beauty Google ↗
  1. Facetory Subscription Boxes · facetory.com
  2. Terms and Conditions · facetory.com
  3. Frequently Asked Questions · facetory.com
  4. Personalized Monthly Makeup & Beauty Sample Subscription · help.boxycharm.com
  5. Can I get a refund for my order? · help.ipsy.com
  6. Terms of Use (Legal) | IPSY · help.boxycharm.com
  7. Visit IPSY · ipsy.com
  8. Monthly Skincare Subscription Box · sonage.com
  9. Sonage Skincare Mystery Subscription Box FAQs · sonage.com
  10. Sonage Skincare · sonage.com
  11. Terms of service · allurebeautybox.com
  12. Subscription · allurebeautybox.com
  13. Visit Allure Beauty Box · allurebeautybox.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 skincare subscription boxes cancellation policy refund policy Ipsy BoxyCharm Allure Beauty Box Kinder Beauty
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1