Real ChatGPT answer · index seedO5QwVzW1T7wcompleteBeauty and personal care · salons and spashowto

How do I train my estheticians to safely incorporate the dermalogica exfoliant for daily use into sensitive skin facials without causing irritation?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do I train my estheticians to safely incorporate the dermalogica exfoliant for daily use into sensitive skin facials without causing irritation?
2 real searches · 1 real-search pass
site:dermalogica.com Daily Microfoliant directions sensitive skin professional use irritationGoogle ↗
OBSERVEDOther / navigational
Dermalogica Daily Microfoliant official directions sensitive skinGoogle ↗
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 (2)
Short factOther / navigational50%ComparisonConsequenceReasonDefinitionInstruction50%Yes / no

Classes come from the query-classifier (a local Laya model). 1 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
site:dermalogica.com Daily Microfoliant directions sensitive skin professional use irritation Google ↗
Dermalogica Daily Microfoliant official directions sensitive skin Google ↗
  1. Daily Microfoliant Exfoliator Smooths & Brightens Skin · dermalogica.com
  2. daily microfoliant · pro.dermalogica.ca
  3. exfoliant choices · education.dermalogica.co.uk
  4. Daily Microfoliant Exfoliator Smooths & Brightens Skin · dermalogica.com
  5. Daily Exfoliation Routine · dermalogica.com
  6. smoother skin · pro-dev.dermalogica.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
site:dermalogica.com Daily Microfoliant directions sensitive skin professional use irritation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Dermalogica Daily Microfoliant official directions sensitive skin
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1