Real ChatGPT answer · index seed3XTYq8aGdrEcompleteBeauty and personal care · men's groomingbrand

What do dermatologists say about using Revita shampoo for early hair thinning at age sixty five?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do dermatologists say about using Revita shampoo for early hair thinning at age sixty five?
2 real searches · 1 real-search pass
Revita shampoo dermatologist evidence hair loss clinical study ingredients review dermatologistsGoogle ↗
OBSERVEDReason
American Academy Dermatology hair loss older adults female male pattern hair loss minoxidil evaluation causesGoogle ↗
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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
Revita shampoo dermatologist evidence hair loss clinical study ingredients review dermatologists Google ↗
American Academy Dermatology hair loss older adults female male pattern hair loss minoxidil evaluation causes Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Revita shampoo dermatologist evidence hair loss clinical study ingredients review dermatologists
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
American Academy Dermatology hair loss older adults female male pattern hair loss minoxidil evaluation causes
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1