Real ChatGPT answer · index seediU3Ne1tKw6YcompleteBeauty and personal care · clean beautyinformational

Are there any clinical studies showing that plant-derived squalane is superior to synthetic alternatives for barrier repair in mature dry skin?

ChatGPTgpt-63 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Are there any clinical studies showing that plant-derived squalane is superior to synthetic alternatives for barrier repair in mature dry skin?
3 real searches · 1 real-search pass
clinical study plant-derived squalane synthetic squalane skin barrier repair comparison studyGoogle ↗
OBSERVEDComparison
squalane topical skin barrier transepidermal water loss clinical study mature dry skinGoogle ↗
OBSERVEDReason
squalane skin review plant derived sugarcane olive synthetic source identical molecule clinicalGoogle ↗
OBSERVEDOther / navigational

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)
Short factOther / navigational33%Comparison33%ConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 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
clinical study plant-derived squalane synthetic squalane skin barrier repair comparison study Google ↗
squalane topical skin barrier transepidermal water loss clinical study mature dry skin Google ↗
squalane skin review plant derived sugarcane olive synthetic source identical molecule clinical Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
clinical study plant-derived squalane synthetic squalane skin barrier repair comparison study
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
squalane topical skin barrier transepidermal water loss clinical study mature dry skin
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
squalane skin review plant derived sugarcane olive synthetic source identical molecule clinical
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1