Real ChatGPT answer · index seedlRURKLy9wm0completeBeauty and personal care · skincareinformational

How does the molecular weight distribution of sodium hyaluronate in formulations like Neutrogena Hydro Boost influence transepidermal water loss compared to traditional occlusive petrolatum-based ointments?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does the molecular weight distribution of sodium hyaluronate in formulations like Neutrogena Hydro Boost influence transepidermal water loss compared to traditional occlusive petrolatum-based ointments?
3 real searches · 1 real-search pass
sodium hyaluronate molecular weight topical skin penetration transepidermal water loss study high low molecular weightGoogle ↗
OBSERVEDReason
petrolatum reduces transepidermal water loss 98 percent occlusive skin barrier studyGoogle ↗
OBSERVEDReason
Neutrogena Hydro Boost gel cream sodium hyaluronate ingredients molecular weightGoogle ↗
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%ComparisonConsequenceReason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 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
sodium hyaluronate molecular weight topical skin penetration transepidermal water loss study high low molecular weight Google ↗
petrolatum reduces transepidermal water loss 98 percent occlusive skin barrier study Google ↗
Neutrogena Hydro Boost gel cream sodium hyaluronate ingredients molecular weight Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
sodium hyaluronate molecular weight topical skin penetration transepidermal water loss study high low molecular weight
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
petrolatum reduces transepidermal water loss 98 percent occlusive skin barrier study
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Neutrogena Hydro Boost gel cream sodium hyaluronate ingredients molecular weight
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1