Real ChatGPT answer · index seedJmJPJiixQfIcompleteBeauty and personal care · cosmeticscomparison

Which Glossier Balm Dotcom flavor tastes the best and actually moisturizes chapped lips during cold walk sessions across campus?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which Glossier Balm Dotcom flavor tastes the best and actually moisturizes chapped lips during cold walk sessions across campus?
1 real search · 1 real-search pass
Glossier Balm Dotcom formula moisturizing ingredients flavors reviews chapped lips 2026Google ↗
OBSERVEDOther / navigational

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 / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
Glossier Balm Dotcom formula moisturizing ingredients flavors reviews chapped lips 2026 Google ↗
  1. Balm Dotcom · glossier.com
  2. Balm Dotcom Lip Balm and Skin Salve - Glossier · sephora.com
  3. Shop Glossier · glossier.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Glossier Balm Dotcom formula moisturizing ingredients flavors reviews chapped lips 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1