Real ChatGPT answer · index seedHSG3pu6x2jwcompleteBeauty and personal care · hair carecomparison

Evaluate the long term scalp microbiome impacts of switching from traditional commercial shampoos to a co washing routine using As I Am Coconut Cowash.

ChatGPTgpt-64 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Evaluate the long term scalp microbiome impacts of switching from traditional commercial shampoos to a co washing routine using As I Am Coconut Cowash.
4 real searches · 1 real-search pass
scalp microbiome shampoo washing frequency surfactants study microbiome MalasseziaGoogle ↗
OBSERVEDReason
co-washing conditioner scalp microbiome research shampoo surfactant cleansingGoogle ↗
OBSERVEDReason
As I Am Coconut Cowash ingredients official productGoogle ↗
OBSERVEDOther / navigational
scalp microbiome review shampoo cleansing surfactants dandruff MalasseziaGoogle ↗
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 / navigational25%Comparison25%ConsequenceReason50%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
scalp microbiome shampoo washing frequency surfactants study microbiome Malassezia Google ↗
co-washing conditioner scalp microbiome research shampoo surfactant cleansing Google ↗
As I Am Coconut Cowash ingredients official product Google ↗
scalp microbiome review shampoo cleansing surfactants dandruff Malassezia Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
scalp microbiome shampoo washing frequency surfactants study microbiome Malassezia
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
co-washing conditioner scalp microbiome research shampoo surfactant cleansing
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
As I Am Coconut Cowash ingredients official product
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
scalp microbiome review shampoo cleansing surfactants dandruff Malassezia
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1