Real ChatGPT answer · index seedX660JQrLEx0completeBeauty and personal care · nail carecomparison

Do organic cuticle creams with beeswax offer superior barrier protection compared to plant based waxes for water exposed hands

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

The searches the AI actually ran for this prompt.

SEED QUERY
Do organic cuticle creams with beeswax offer superior barrier protection compared to plant based waxes for water exposed hands
2 real searches · 1 real-search pass
beeswax versus plant wax topical skin barrier occlusive water resistance dermatology evidenceGoogle ↗
OBSERVEDComparison
hand protection water exposure barrier creams waxes beeswax carnauba candelilla skin studyGoogle ↗
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 / navigationalComparison50%ConsequenceReason50%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
beeswax versus plant wax topical skin barrier occlusive water resistance dermatology evidence Google ↗
hand protection water exposure barrier creams waxes beeswax carnauba candelilla skin study Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
beeswax versus plant wax topical skin barrier occlusive water resistance dermatology evidence
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
hand protection water exposure barrier creams waxes beeswax carnauba candelilla skin study
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1