Real ChatGPT answer · index seed47eSNmW8yEMcompleteBeauty and personal care · hair removalcommercial
Can you give me a step by step guide on how to properly formulate a professional grade sugaring paste recipe at scale for a small esthetics studio workshop?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you give me a step by step guide on how to properly formulate a professional grade sugaring paste recipe at scale for a small esthetics studio workshop?
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). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
professional sugaring paste formulation ingredients sugar water citric acid cosmetic manufacturing stability microbial safety OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
FDA cosmetics microbiological safety water activity preservation cosmetics good manufacturing practices MoCRA small business OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |