Real ChatGPT answer · index seed9mx4SVay5z0completeBeauty and personal care · cosmeticsinformational
I need a quick guide on chemical peels versus microdermabrasion for hyperpigmentation because I am heading to the medi spa in an hour and cannot decide
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need a quick guide on chemical peels versus microdermabrasion for hyperpigmentation because I am heading to the medi spa in an hour and cannot decide
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 |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology melasma chemical peels microdermabrasion post inflammatory hyperpigmentation skin of color OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
DermNet chemical peels postinflammatory hyperpigmentation darker skin microdermabrasion melasma OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |