Real ChatGPT answer · index seedx7PoasC6jy0completeBeauty and personal care · clean beautyinformational
Do zero waste shampoo bar brands last longer than traditional bottled liquid shampoos when used by a family of four washing hair three times a week?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do zero waste shampoo bar brands last longer than traditional bottled liquid shampoos when used by a family of four washing hair three times a week?
2 real searches · 1 real-search pass
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)
Classes come from the query-classifier (a local Laya model). 1 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
shampoo bar number of washes equivalent to bottled shampoo 2 oz bar manufacturer claims family use longevity Google ↗
liquid shampoo average amount used per wash shampoo bar lifespan comparison independent test Google ↗
- How Long Does a Shampoo Bar Last: Get the Facts · ethique.com
- How Long Does a Shampoo Bar Last? Published Wash Counts · shampoobarguide.com
- How Long Does a Shampoo Bar Last? Real Use Data vs Liquid Shampoo · beautydisrupted.com
- Do Shampoo Bars Last Longer Than Bottled Shampoo? · tangieco.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
shampoo bar number of washes equivalent to bottled shampoo 2 oz bar manufacturer claims family use longevity OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
liquid shampoo average amount used per wash shampoo bar lifespan comparison independent test OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |