Real ChatGPT answer · index seedlCKKhBoGVt4completeBeauty and personal care · hair carecommercial

do hair growth vitamins really work for stress related thinning or am i better off spending money on a good topical serum

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

The searches the AI actually ran for this prompt.

SEED QUERY
do hair growth vitamins really work for stress related thinning or am i better off spending money on a good topical serum
2 real searches · 1 real-search pass
American Academy of Dermatology stress hair shedding telogen effluvium vitamins supplements minoxidil evidenceGoogle ↗
OBSERVEDReason
NHS telogen effluvium stress hair loss recovery minoxidil vitamins iron deficiencyGoogle ↗
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).

Searches and sources

ChatGPT2 real searches · gpt-6
American Academy of Dermatology stress hair shedding telogen effluvium vitamins supplements minoxidil evidence Google ↗
NHS telogen effluvium stress hair loss recovery minoxidil vitamins iron deficiency Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
American Academy of Dermatology stress hair shedding telogen effluvium vitamins supplements minoxidil evidence
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
NHS telogen effluvium stress hair loss recovery minoxidil vitamins iron deficiency
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1