Real ChatGPT answer · index seedB26uPDRguMscompleteBeauty and personal care · clean beautycommercial

Can you compare the packaging eco friendliness of Ilia versus Kosas to see which brand uses more recyclable materials in their shipping and containers?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the packaging eco friendliness of Ilia versus Kosas to see which brand uses more recyclable materials in their shipping and containers?
2 real searches · 1 real-search pass
ILIA Beauty packaging sustainability recyclable materials shipping packaging officialGoogle ↗
OBSERVEDOther / navigational
Kosas packaging sustainability recyclable materials shipping packaging officialGoogle ↗
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 (2)
Short factOther / navigational50%ComparisonConsequenceReason50%DefinitionInstructionYes / 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
ILIA Beauty packaging sustainability recyclable materials shipping packaging official Google ↗
Kosas packaging sustainability recyclable materials shipping packaging official Google ↗
  1. How Sustainable is Ilia Beauty? · brands.thecommons.earth
  2. Recycling · support.iliabeauty.com
  3. Is Kosas sustainable? · shiftinggaia.com
  4. Clean Makeup Brands · letsgogreen.com
  5. ILIA Beauty: Skincare and Make-up · cosh.eco
  6. TerraCycle · terracycle.com
  7. Bluebird · app.bluebirdclimate.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ILIA Beauty packaging sustainability recyclable materials shipping packaging official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Kosas packaging sustainability recyclable materials shipping packaging official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1