Real ChatGPT answer · index seedmvpetXx9pX8completeBeauty and personal care · cosmeticsbrand

Is the new Glossier balm dotcom vegan formula actually worse than the original, and what are the best alternative lip balms my daughter might accept.

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is the new Glossier balm dotcom vegan formula actually worse than the original, and what are the best alternative lip balms my daughter might accept.
1 real search · 1 real-search pass
Glossier Balm Dotcom original vs vegan formula reformulation ingredients texture reviews 2025 2026 alternativesGoogle ↗
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
Glossier Balm Dotcom original vs vegan formula reformulation ingredients texture reviews 2025 2026 alternatives Google ↗
  1. Read the Label: Glossier Balm Dotcom Reformulation · cosmeticsandtoiletries.com
  2. Here’s Why Glossier Just Relaunched Balm Dotcom—Again · newbeauty.com
  3. Balm Dotcom Lip Balm and Skin Salve - Glossier · sephora.com
  4. Shop Lanolips · lanolips.com
  5. Shop Summer Fridays · summerfridays.com
  6. Shop OLEHENRIKSEN · olehenriksen.com
  7. Shop Aquaphor · aquaphorus.com
  8. Shop Jack Black · getjackblack.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Glossier Balm Dotcom original vs vegan formula reformulation ingredients texture reviews 2025 2026 alternatives
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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