Real ChatGPT answer · index seednerF3hhZRYwcompleteBeauty and personal care · fragranceinformational

Are Le Labo Santal 33 ingredients ethically sourced and certified cruelty free for vegan consumers

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are Le Labo Santal 33 ingredients ethically sourced and certified cruelty free for vegan consumers
2 real searches · 1 real-search pass
Le Labo Santal 33 vegan ingredients cruelty free animal testing ethical sourcing officialGoogle ↗
OBSERVEDOther / navigational
Le Labo sustainability sourcing ingredients ethical sourcing policy cruelty free vegan certificationGoogle ↗
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 (2)
Short factOther / navigational50%Comparison50%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Le Labo Santal 33 vegan ingredients cruelty free animal testing ethical sourcing official Google ↗
Le Labo sustainability sourcing ingredients ethical sourcing policy cruelty free vegan certification Google ↗
  1. Our Impact page · lelabofragrances.com
  2. Responsible Practices · lelabofragrances.com
  3. SANTAL 33 | Eau De Parfum · lelabofragrances.com
  4. Animal Testing · elcompanies.com
  5. Is Le Labo Cruelty-Free in 2026? · bunnysearch.app

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Le Labo Santal 33 vegan ingredients cruelty free animal testing ethical sourcing official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Le Labo sustainability sourcing ingredients ethical sourcing policy cruelty free vegan certification
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1