Real ChatGPT answer · index seed5Y6pFGiBPrscompleteRetail and ecommerce · subscription boxescomparison

Can you compare the ingredient transparency and clinical efficacy of Dermstore BeautyFix against TestTube for someone with adult acne and sensitive skin?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the ingredient transparency and clinical efficacy of Dermstore BeautyFix against TestTube for someone with adult acne and sensitive skin?
2 real searches · 1 real-search pass
Dermstore BeautyFIX subscription box ingredient transparency product list ingredients acne sensitive skin reviews contentsGoogle ↗
OBSERVED
TestTube beauty subscription box ingredient lists product disclosure skincare acne sensitive skinGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Dermstore BeautyFIX subscription box ingredient transparency product list ingredients acne sensitive skin reviews contents Google ↗
TestTube beauty subscription box ingredient lists product disclosure skincare acne sensitive skin Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Dermstore BeautyFIX subscription box ingredient transparency product list ingredients acne sensitive skin reviews contents
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
TestTube beauty subscription box ingredient lists product disclosure skincare acne sensitive skin
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1