Real ChatGPT answer · index seed1eUV870PPxAcompleteBeauty and personal care · clean beautycomparison

Is Lily Lolo Natural Mineral Foundation better for covering red irritated allergy eyes than Kosas Tinted Face Oil without causing more breakouts right now.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is Lily Lolo Natural Mineral Foundation better for covering red irritated allergy eyes than Kosas Tinted Face Oil without causing more breakouts right now.
1 real search · 1 real-search pass
Lily Lolo Natural Mineral Foundation ingredients official Kosas Tinted Face Oil ingredients official eye irritation allergy skinGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
Lily Lolo Natural Mineral Foundation ingredients official Kosas Tinted Face Oil ingredients official eye irritation allergy skin Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Lily Lolo Natural Mineral Foundation ingredients official Kosas Tinted Face Oil ingredients official eye irritation allergy skin
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1