Real ChatGPT answer · index seedNUzPSXbo8xEcompleteBeauty and personal care · clean beautyinformational

Comparing Drunk Elephant vs Biossance moisturizer which brand offers better discount codes or loyalty programs to help me save money on clean beauty purchases?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Comparing Drunk Elephant vs Biossance moisturizer which brand offers better discount codes or loyalty programs to help me save money on clean beauty purchases?
2 real searches · 1 real-search pass
Drunk Elephant official rewards program loyalty points discounts email signup discount 2026Google ↗
OBSERVEDOther / navigational
Biossance official rewards loyalty program points discounts email signup discount 2026Google ↗
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 (2)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
Drunk Elephant official rewards program loyalty points discounts email signup discount 2026 Google ↗
Biossance official rewards loyalty program points discounts email signup discount 2026 Google ↗
  1. Sign up · drunkelephant.com
  2. Exclusive Student, Teacher, Military & Healthcare Discounts—15% off Drunk Elephant · drunkelephant.com
  3. Drunk Elephant Customer Service · elliott.org
  4. Offers · biossance.com
  5. Email signup · biossance.com
  6. Biossance Rewards - Loyalty Program Perks · biossance.com
  7. terms and conditions · biossance.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Drunk Elephant official rewards program loyalty points discounts email signup discount 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Biossance official rewards loyalty program points discounts email signup discount 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1