Real ChatGPT answer · index seedi99T3zK82yIcompleteBeauty and personal care · anti-agingcomparison

Is drunk elephant c firma fresh day serum better than skinceuticals ce ferulic for protecting mature skin from sun damage?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is drunk elephant c firma fresh day serum better than skinceuticals ce ferulic for protecting mature skin from sun damage?
1 real search · 1 real-search pass
SkinCeuticals C E Ferulic vs Drunk Elephant C-Firma Fresh Day Serum clinical studies formulation vitamin C photoprotection mature skinGoogle ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
SkinCeuticals C E Ferulic vs Drunk Elephant C-Firma Fresh Day Serum clinical studies formulation vitamin C photoprotection mature skin Google ↗
  1. Vitamins C and E Protect Against UV Damage Study · lorealdermatologicalbeauty.com
  2. SkinCeuticals · lorealdermatologicalbeauty.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
SkinCeuticals C E Ferulic vs Drunk Elephant C-Firma Fresh Day Serum clinical studies formulation vitamin C photoprotection mature skin
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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