Real ChatGPT answer · index seed36yKbAvrOykcompleteBeauty and personal care · hair removalcommercial
What do dermatologists say about using the flawless finishing touch facial device every single day on acne prone skin
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do dermatologists say about using the flawless finishing touch facial device every single day on acne prone skin
3 real searches · 1 real-search pass
dermatologist advice daily facial hair removal electric facial razor acne prone skin irritation acne dermatologyGoogle ↗
OBSERVEDInstruction
Flawless Finishing Touch facial hair remover instructions frequency daily use officialGoogle ↗
OBSERVEDInstruction
American Academy Dermatology shaving acne prone skin facial hair removal tipsGoogle ↗
OBSERVEDInstruction
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 (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
dermatologist advice daily facial hair removal electric facial razor acne prone skin irritation acne dermatology Google ↗
Flawless Finishing Touch facial hair remover instructions frequency daily use official Google ↗
American Academy Dermatology shaving acne prone skin facial hair removal tips Google ↗
- Hair removal: How to shave · aad.org
- 6 ways to remove unwanted hair · aad.org
- Acne: Tips for managing · aad.org
- DIY treatment for 5 common beard problems · aad.org
- Facial Hair Remover | Electric Razor · flawlessbeauty.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
dermatologist advice daily facial hair removal electric facial razor acne prone skin irritation acne dermatology OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
Flawless Finishing Touch facial hair remover instructions frequency daily use official OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
American Academy Dermatology shaving acne prone skin facial hair removal tips OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |