Real ChatGPT answer · index seedYWoNepoidD4completeBeauty and personal care · salons and spascomparison
I need to redeem a Sephora gift card today, so is it better to spend it on the best shampoo for dry scalp like Oribe or a skincare set for acne scars?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need to redeem a Sephora gift card today, so is it better to spend it on the best shampoo for dry scalp like Oribe or a skincare set for acne scars?
1 real search · 1 real-search pass
Sephora Oribe dry scalp shampoo and acne scar skincare sets current 2026 ingredients recommendationsGoogle ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
Sephora Oribe dry scalp shampoo and acne scar skincare sets current 2026 ingredients recommendations Google ↗