is a chemical peel or microdermabrasion better for fading stubborn acne scars on a budget and what are the downtime differences
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
is a chemical peel or microdermabrasion better for fading stubborn acne scars on a budget and what are the downtime differences
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
ChatGPT2 real searches · gpt-6
American Academy of Dermatology acne scars dark spots chemical peels microdermabrasion downtime superficial peel Google ↗
ASDS chemical peel recovery superficial medium peel microdermabrasion acne scars Google ↗
- Chemical peels: FAQs · aad.org
- Chemical peels: Overview · aad.org
- Microdermabrasion: FAQs · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
American Academy of Dermatology acne scars dark spots chemical peels microdermabrasion downtime superficial peel OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
ASDS chemical peel recovery superficial medium peel microdermabrasion acne scars OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |