Real ChatGPT answer · index seedNO038PGQn0scompleteBeauty and personal care · cosmeticscomparison

What separates cruelty free certifications from vegan labels on modern cosmetic packaging when I am vetting new wholesale brands?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What separates cruelty free certifications from vegan labels on modern cosmetic packaging when I am vetting new wholesale brands?
1 real search · 1 real-search pass
Leaping Bunny certification standard supplier monitoring animal testing official; Vegan Society Vegan Trademark criteria animal ingredients testing official; PETA Beauty Without Bunnies criteria cruelty free vegan official; FDA cruelty free vegan cosmetic claims labeling United StatesGoogle ↗
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
Leaping Bunny certification standard supplier monitoring animal testing official; Vegan Society Vegan Trademark criteria animal ingredients testing official; PETA Beauty Without Bunnies criteria cruelty free vegan official; FDA cruelty free vegan cosmetic claims labeling United States Google ↗
  1. Review PETA's program · peta.org
  2. Company FAQ · leapingbunny.org
  3. FAQ · leapingbunny.org
  4. "Cruelty Free"/"Not Tested on Animals" · fda.gov
  5. Cosmetics Safety Q&A: Animal Testing · fda.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Leaping Bunny certification standard supplier monitoring animal testing official; Vegan Society Vegan Trademark criteria animal ingredients testing official; PETA Beauty Without Bunnies criteria cruelty free vegan official; FDA cruelty free vegan cosmetic claims labeling United States
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
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