Real ChatGPT answer · index seedG9XdPnyDew8completeBeauty and personal care · clean beautyinformational

What are the highest rated zero waste shampoo bar brands on Reddit that budget shoppers actually stick with long term?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the highest rated zero waste shampoo bar brands on Reddit that budget shoppers actually stick with long term?
1 real search · 1 real-search pass
site:reddit.com/r/ZeroWaste shampoo bar long term budget favorite brands Ethique HiBAR J.R.Liggett's KitschGoogle ↗
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 (1)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
site:reddit.com/r/ZeroWaste shampoo bar long term budget favorite brands Ethique HiBAR J.R.Liggett's Kitsch Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
site:reddit.com/r/ZeroWaste shampoo bar long term budget favorite brands Ethique HiBAR J.R.Liggett's Kitsch
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
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