Real ChatGPT answer · index seed0LZFJlB0nkgcompleteBeauty and personal care · hair carecomparison

Can you compare Nutrafol and Viviscal hair growth vitamins to see which one works faster for postpartum hair loss while I am still breastfeeding?

ChatGPTgpt-64 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare Nutrafol and Viviscal hair growth vitamins to see which one works faster for postpartum hair loss while I am still breastfeeding?
4 real searches · 1 real-search pass
Nutrafol postpartum breastfeeding safety official ingredients label breastfeeding hair lossGoogle ↗
OBSERVEDOther / navigational
Viviscal breastfeeding nursing safety official label ingredients postpartum hair lossGoogle ↗
OBSERVEDOther / navigational
postpartum hair loss telogen effluvium timeline treatment breastfeeding dermatology guidanceGoogle ↗
OBSERVEDReason
LactMed ashwagandha breastfeeding marine collagen saw palmetto horsetail biotin breastfeedingGoogle ↗
OBSERVEDComparison

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 (4)
Short factOther / navigational50%Comparison25%ConsequenceReason25%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
Nutrafol postpartum breastfeeding safety official ingredients label breastfeeding hair loss Google ↗
Viviscal breastfeeding nursing safety official label ingredients postpartum hair loss Google ↗
postpartum hair loss telogen effluvium timeline treatment breastfeeding dermatology guidance Google ↗
LactMed ashwagandha breastfeeding marine collagen saw palmetto horsetail biotin breastfeeding Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Nutrafol postpartum breastfeeding safety official ingredients label breastfeeding hair loss
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Viviscal breastfeeding nursing safety official label ingredients postpartum hair loss
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
postpartum hair loss telogen effluvium timeline treatment breastfeeding dermatology guidance
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
LactMed ashwagandha breastfeeding marine collagen saw palmetto horsetail biotin breastfeeding
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1