Real ChatGPT answer · index seed2HxYaF5Op2wcompleteBeauty and personal care · salons and spashowto

Can you check which Dermalogica exfoliant is actually safe for daily use on combination skin during the dry winter months here in Chicago

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you check which Dermalogica exfoliant is actually safe for daily use on combination skin during the dry winter months here in Chicago
1 real search · 1 real-search pass
Dermalogica Daily Microfoliant Daily Milkfoliant Daily Superfoliant official ingredients directions daily use winter dry skin combinationGoogle ↗
OBSERVEDInstruction

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 / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

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

Searches and sources

ChatGPT1 real searches · gpt-6
Dermalogica Daily Microfoliant Daily Milkfoliant Daily Superfoliant official ingredients directions daily use winter dry skin combination Google ↗
  1. View product and ingredients · dermalogica.com
  2. Daily Milkfoliant Exfoliator Calms & Restores · dermalogica.com
  3. What is the difference between the daily foliant powdered exfoliants? · dermalogica.zendesk.com
  4. frequently asked questions · pro.dermalogica.com
  5. View product · dermalogica.com
  6. View product · dermalogica.com
  7. Daily Superfoliant Exfoliator Resurfaces & Detoxes · dermalogica.com
  8. Find Your Foliant · dermalogica.co.uk

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Dermalogica Daily Microfoliant Daily Milkfoliant Daily Superfoliant official ingredients directions daily use winter dry skin combination
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1