Real ChatGPT answer · index seedxxoU5efBEWscompleteBeauty and personal care · clean beautycommercial
Can someone break down if Tata Harper luxury skincare is genuinely worth the crazy investment for a busy mom with hormonal acne?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can someone break down if Tata Harper luxury skincare is genuinely worth the crazy investment for a busy mom with hormonal acne?
2 real searches · 1 real-search pass
Tata Harper skincare hormonal acne evidence ingredients dermatologist review acne treatment salicylic acid azelaic acid adapalene AADGoogle ↗
OBSERVEDReason
American Academy of Dermatology hormonal acne treatment adapalene azelaic acid benzoyl peroxide pregnancy acne skincare guidelinesGoogle ↗
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 (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
Tata Harper skincare hormonal acne evidence ingredients dermatologist review acne treatment salicylic acid azelaic acid adapalene AAD Google ↗
American Academy of Dermatology hormonal acne treatment adapalene azelaic acid benzoyl peroxide pregnancy acne skincare guidelines Google ↗
- Acne clinical guideline · aad.org
- Acne: Diagnosis and treatment · aad.org
- Adult acne treatment dermatologists recommend · aad.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Tata Harper skincare hormonal acne evidence ingredients dermatologist review acne treatment salicylic acid azelaic acid adapalene AAD OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
American Academy of Dermatology hormonal acne treatment adapalene azelaic acid benzoyl peroxide pregnancy acne skincare guidelines OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |