Real ChatGPT answer · index seedHJvsYFZEcOwcompleteBeauty and personal care · nail carebrand

Is Butter London currently considered a clean beauty brand by major industry standards and what do their ingredient lists actually reveal

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is Butter London currently considered a clean beauty brand by major industry standards and what do their ingredient lists actually reveal
3 real searches · 1 real-search pass
Butter London clean beauty ingredients list brand current nail polish ingredients clean standards Sephora CredoGoogle ↗
OBSERVEDOther / navigational
Butter London ingredient lists nail lacquer foundation skincare ingredients official siteGoogle ↗
OBSERVEDOther / navigational
clean beauty standards no legal definition FDA cosmetics clean beauty Credo Dirty List Sephora Clean at Sephora criteriaGoogle ↗
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 / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
Butter London clean beauty ingredients list brand current nail polish ingredients clean standards Sephora Credo Google ↗
Butter London ingredient lists nail lacquer foundation skincare ingredients official site Google ↗
clean beauty standards no legal definition FDA cosmetics clean beauty Credo Dirty List Sephora Clean at Sephora criteria Google ↗
  1. About Us · butterlondon.com
  2. Ingredients · butterlondon.com
  3. BUTTER LONDON’S TAKE ON CLEAN BEAUTY: EXPLAINED · butterlondon.co.uk
  4. Pure Colour 21X Ingredients · butterlondon.com
  5. Pure Colour 21X Nail Lacquer · butterlondon.com
  6. NAIL · butterlondon.com
  7. What are "Clean at Sephora" standards? · sephoraid.zendesk.com
  8. What are "Clean at Sephora" standards? · sephorahk.zendesk.com
  9. The Credo Standard · credobeauty.com
  10. dirty list block content · credobeauty.com
  11. The Ingredient Library · credobeauty.com
  12. Is butter LONDON Cruelty-Free? · crueltyfree.peta.org
  13. Summary of Cosmetics Labeling Requirements · fda.gov
  14. 'Clean at Sephora' Label - · truthinadvertising.org

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Butter London clean beauty ingredients list brand current nail polish ingredients clean standards Sephora Credo
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Butter London ingredient lists nail lacquer foundation skincare ingredients official site
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
clean beauty standards no legal definition FDA cosmetics clean beauty Credo Dirty List Sephora Clean at Sephora criteria
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1