what budget friendly sulfate free shampoo works best for oily roots and dry ends on a college student schedule
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
what budget friendly sulfate free shampoo works best for oily roots and dry ends on a college student schedule
1 real search · 1 real-search pass
best affordable sulfate-free shampoos oily scalp dry ends 2026 drugstore reviewsGoogle ↗
OBSERVEDReason
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
best affordable sulfate-free shampoos oily scalp dry ends 2026 drugstore reviews Google ↗
- Shop shampoo · walmart.com
- Shop shampoo · nativecos.com
- Shop shampoo · walmart.com
- Shop shampoo · walmart.com
- Best Drugstore Shampoos in 2026, According to Experts · nbcnews.com
- The 11 Best Drugstore Shampoos to Shop in 2025 · harpersbazaar.com
- 9 Best Clarifying Shampoos of 2026, According to Hair Experts · goodhousekeeping.com