Real ChatGPT answer · index seedDYTmZIcZQvUcompleteBeauty and personal care · clean beautycomparison

I need a fast comparison between Indie Lee Brightening Cleanser and Drunk Elephant C-Firma for fading stubborn sun damage at home before my wedding this weekend.

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I need a fast comparison between Indie Lee Brightening Cleanser and Drunk Elephant C-Firma for fading stubborn sun damage at home before my wedding this weekend.
1 real search · 1 real-search pass
Indie Lee Brightening Cleanser ingredients brightening claims Drunk Elephant C-Firma Fresh Day Serum vitamin C ingredients hyperpigmentation evidence wedding skincare irritationGoogle ↗
OBSERVEDConsequence

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 (1)
Short factOther / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
Indie Lee Brightening Cleanser ingredients brightening claims Drunk Elephant C-Firma Fresh Day Serum vitamin C ingredients hyperpigmentation evidence wedding skincare irritation Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Indie Lee Brightening Cleanser ingredients brightening claims Drunk Elephant C-Firma Fresh Day Serum vitamin C ingredients hyperpigmentation evidence wedding skincare irritation
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1