Real ChatGPT answer · index seedgIGj6uaNzWgcompleteBeauty and personal care · clean beautyhowto

What specific ingredients should I look for to ensure a nail polish is truly cruelty free and vegan friendly this year?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What specific ingredients should I look for to ensure a nail polish is truly cruelty free and vegan friendly this year?
3 real searches · 1 real-search pass
vegan nail polish animal-derived ingredients guanine carmine shellac beeswax lanolin cruelty free certification 2026Google ↗
OBSERVEDOther / navigational
Leaping Bunny cruelty-free cosmetics standard supply chain animal testing officialGoogle ↗
OBSERVEDReason
The Vegan Society vegan cosmetics ingredients animal derived glycerin stearic acid officialGoogle ↗
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 (3)
Short factOther / navigational67%ComparisonConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
vegan nail polish animal-derived ingredients guanine carmine shellac beeswax lanolin cruelty free certification 2026 Google ↗
Leaping Bunny cruelty-free cosmetics standard supply chain animal testing official Google ↗
The Vegan Society vegan cosmetics ingredients animal derived glycerin stearic acid official Google ↗
  1. Choosing a vegan nail polish · vegansociety.com
  2. For Consumers · vegan.org
  3. Vegan nail polish: what vegan and cruelty-free mean · indiaanais.com
  4. How to Tell If Cosmetics Are Vegan — INCI Ingredients Guide · isthisvegan.net
  5. Official website · leapingbunny.org
  6. Official website · vegansociety.com
  7. Official website · peta.org
  8. Company FAQ · leapingbunny.org
  9. FAQ · leapingbunny.org
  10. Are there cows in your cosmetics? · vegsoc.org
  11. "Cruelty Free"/"Not Tested on Animals" · fda.gov
  12. Cruelty-free make-up brands · ethicalconsumer.org

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
vegan nail polish animal-derived ingredients guanine carmine shellac beeswax lanolin cruelty free certification 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Leaping Bunny cruelty-free cosmetics standard supply chain animal testing official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
The Vegan Society vegan cosmetics ingredients animal derived glycerin stearic acid official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1