Real ChatGPT answer · index seedULhkicl6kDYcompleteBeauty and personal care · hair careinformational

Everyone on TikTok is talking about switching to scalp care instead of just washing the strands. How do I actually build a basic scalp care routine on a recent grad budget?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Everyone on TikTok is talking about switching to scalp care instead of just washing the strands. How do I actually build a basic scalp care routine on a recent grad budget?
1 real search · 1 real-search pass
American Academy Dermatology scalp care shampoo frequency dandruff scalp health adviceGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

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
American Academy Dermatology scalp care shampoo frequency dandruff scalp health advice Google ↗
  1. View product · target.com
  2. View product · ulta.com
  3. View product · walmart.com
  4. How to treat dandruff · aad.org
  5. Tips for healthy hair · aad.org

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
American Academy Dermatology scalp care shampoo frequency dandruff scalp health advice
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1