can you find me consumer reports or expert reviews on the best anti dandruff shampoos for sensitive scalps
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
can you find me consumer reports or expert reviews on the best anti dandruff shampoos for sensitive scalps
3 real searches · 1 real-search pass
best dandruff shampoos sensitive scalp expert reviews 2025 2026 dermatologist testedGoogle ↗
OBSERVEDComparison
Consumer Reports dandruff shampoo reviews best anti dandruff shampooGoogle ↗
OBSERVEDComparison
American Academy Dermatology dandruff shampoo ingredients sensitive scalp fragrance irritationGoogle ↗
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 (3)
Classes come from the query-classifier (a local Laya model). 3 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
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best dandruff shampoos sensitive scalp expert reviews 2025 2026 dermatologist tested OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Consumer Reports dandruff shampoo reviews best anti dandruff shampoo OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
American Academy Dermatology dandruff shampoo ingredients sensitive scalp fragrance irritation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |