Real ChatGPT answer · index seedLTQsXrngeAccompleteBeauty and personal care · cosmeticscomparison

Is the tinted moisturizer SPF from Ilia worth the higher price tag compared to the one from Glossier when shopping for sensitive skin?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is the tinted moisturizer SPF from Ilia worth the higher price tag compared to the one from Glossier when shopping for sensitive skin?
1 real search · 1 real-search pass
ILIA Super Serum Skin Tint SPF 40 ingredients sensitive skin fragrance zinc oxide vs Glossier Perfecting Skin Tint ingredients 2026Google ↗
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
ILIA Super Serum Skin Tint SPF 40 ingredients sensitive skin fragrance zinc oxide vs Glossier Perfecting Skin Tint ingredients 2026 Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ILIA Super Serum Skin Tint SPF 40 ingredients sensitive skin fragrance zinc oxide vs Glossier Perfecting Skin Tint ingredients 2026
OBSERVED
Google ↗
AI Mode ↗
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